AI-Driven SaaS: How Businesses Are Integrating OpenAI APIs to Stay Ahead
AI-Driven SaaS: How Businesses Are Integrating OpenAI APIs to Stay Ahead
...plateforme simple et efficace. Nous cherchons un développeur freelance expérimenté pour réaliser un MVP fonctionnel en 2 mois. Objectifs de la mission - Développement frontend Flutter (Android/iOS) - Développement backend microservices Node.js - Implémentation de fonctionnalités clés : authentification OTP, réservation, suivi de course, gestion wallet, dashboard admin basique Profil recherché - Expérience confirmée en Flutter et Node.js - Connaissance de Firebase (Auth, Firestore, Cloud Functions) appréciée - Maîtrise des API REST sécurisées et des architectures microservices - Capacité à travailler en méthode agile avec communic...
Project Overview We are developing a next-generation portfolio management platform that integrates behavioral finance insights, advanced AI algorithms, and state-of-the-art DevOps practices. Built on a microservices architecture and deployed on AWS, the platform will be highly secure, scalable, and optimized for performance. We are looking for a highly skilled freelance developer to collaborate on this innovative project. Key Objectives 1. Architect and implement a secure, scalable, and cost-efficient infrastructure on AWS. 2. Develop a microservices-based architecture using JHipster, containerized with Docker, and orchestrated via Kubernetes. 3. Integrate sophisticated AI and machine learning models for predictive analytics and behavioral finance insights. 4. Automate...
...Relation Employeurs-Employés avec Analyse Automatique des Offres et CVs, en utilisant les technologies suivantes: Architecture Technique : Frontend : Technologies : React.js pour le web, Fonctionnalités : Interfaces utilisateur interactives, tableaux de bord personnalisés, éditeurs de CV, et générateurs de lettres. Backend : Technologies : Node.js ou Python (Flask/Django) pour les API REST. Microservices : Séparation des services pour la gestion des utilisateurs, l’analyse des données, les recommandations, et la personnalisation des documents. Intelligence Artificielle : NLP (Traitement du Langage Naturel) : Utilisation de modèles comme BERT ou GPT pour analyser et comprendre les descriptions de poste et ...
...doit être inférieur à 50 pages. Vous aurez besoin d'une connaissance experte en architecture microservice et de la capacité à développer avec des références d'articles scientifiques. Ne me contactez pas via le chatbot, je préfère le contact humain. Idéalement, vous devriez avoir: - Une excellente maîtrise du français écrit - Une expertise en génie logiciel, particulièrement en architecture microservices - La capacité de citer correctement des articles scientifiques - La capacité de respecter un nombre maximum de pages - La discipline pour ne pas utiliser de chatbot pour la communication. je vous donne le document a reviser il manque : le type d...
...SaaS low-code. Dans un premier temps, il s'agit de mettre en place un MVP. Pour le développement, vous devez impérativement maitriser NodeJs, MongoDB et vous utilisez peu de librairie. Vous maitrisez au moins un moteur de template (EJS) et le framework GrapeJs. Vous connaissez idéalement l'univers du no-code / low-code. Pour le devOps, vous devez maitriser Docker ainsi que l'architecture microservices...
... du paiement et de gestion toutes les informations personnelles des clients. 2 niveaux d'accès pour chaque abonnement: administrateur et utilisateur. Offre freemium. L'outil à intégrer dans l'application SAAS est développé: front actuellement développé en React et à remodeler selon la charte graphique des nouvelles pages. Idéalement l'application est déployée sur cloud Run sous forme de microservices avec des containers pour chaque service de l'application et développée en javascript, possibilité d'utiliser Firebase ou autres solutions selon propositions (Connaissances de Cloud Run nécessaire). Paiement via Stripe (Connaissance de son fonctionn...
Bonjour Nous recherchons un designer pour designer la mobile app de notre site web. Nous sommes une plateforme de microservices un peu comme freelancer.
... Description : Ton rôle en tant qu'architecte Web Python sera de conduire le développement de notre plateforme Ecosystem : interfaces Web, APIs, backend. Tu travailleras sous la supervision du CTO, en liaison avec la Product Owner et de concert avec l’équipe tech/produit, au côté d’experts de Django. Ce que nous recherchons minimalement : • Expertise en architectures distribuées telles que Microservices et leur orchestration • Minimum 2 ans d’expérience en backend ou fullstack Python (de préférence avec Django) • Bonne connaissance du développement front-end: HTML5, CSS3, Bootstrap, Javascript et d’un framework tel que React.js - notre préférence - ou Vue....
Je voudrais développer l'application en Java/JEE, surtout ce qui concerne à microservices, docker container.
Je voudrais développer l'application en Java/JEE, surtout ce qui concerne à microservices, docker container.
...plateforme, nous avons une infra AWS avec bdd Cassandra. Systèmes de batchs de données en masse multilingue, authentification, relations complexes entre bases... Idéalement : Au moins 3/4ans d'xp Java 8 : maîtrise des lambdas, dates, ... Plateforme localisées Spring : Spring core, Spring MVC, Spring data, Spring batch Maven et Git REST webservices Plus : AWS, Cassandra, ElasticSearch, Microservices, Nodejs ...
...macOS) and are now transforming it into a cloud-native SaaS platform. We're looking for a Senior Backend Engineer (full-stack preferred) to help design and revamp UI/UX and build core backend services from the ground up. You'll work directly with the founding team and have significant influence on architecture and technical direction. What You'll Be Working On Designing and building RESTful microservices for a multi-tenant SaaS platform Implementing authentication, authorization, and licensing/subscription management Building async job processing pipelines for document and file handling Developing APIs that power a customer-facing web dashboard Database design, optimization, and migration strategy CI/CD pipelines and containerized deployments 5+ years backend d...
...system must support offline-first POS operations, real-time business visibility, and two-way data synchronization between store-level databases and a centralized cloud infrastructure. The platform should be built using a modern microservices architecture and support role-based access, secure authentication, and enterprise-grade performance. Technology Expectations: Frontend: React JS, responsive UI, POS touch optimization Backend: Spring Boot, REST APIs, JWT/OAuth authentication Database: PostgreSQL with centralized cloud + local store DB Architecture: Microservices, online/offline failover, two-way sync, conflict resolution Key Functional Modules: * Sales & POS management * Warehouse & inventory management * CRM & customer lifecycle management * Finance &...
...database performance under load Implement caching strategies using Redis Build and manage async queue workers using BullMQ Prevent bottlenecks and scaling failures Own deployment and production stability Coordinate closely with our software development team and collaborate effectively to ensure smooth integration and delivery Ownership mindset is mandatory. Bonus Skills (Preferred) Microservices architecture Event-driven systems API rate limiting & backend security hardening CI/CD pipelines Performance profiling & monitoring tools Ideal Candidate 5+ years backend engineering experience Proven record of deploying scalable applications Strong system design thinking Comfortable working independently Experience managing full production environments Strong...
Deployment + Development for RCS & Deployment for WhatsApp 1. SOW for deployment for RCS & WhatsApp This defines the requirements and scope of work for setting up, deploying, and scaling the CPaaS Dashboard. The system is a microservices architecture with PostgreSQL as the main database. Currently, the WhatsApp and RCS services have been built and integrated. Objectives & Outcome The objective is to engage a DevOps to configure infrastructure, databases, queues, monitoring, and deployment pipelines to ensure the CpaaS dashboard is production-ready, scalable. Post award of project you will be shared a Github Repo weekly or daily update to be pushed there only. The scope includes backend API development, database schema design, & webhook hooks. The service must be ...
Job Title: Freelance Golang Developer (Live Streaming Platform) Description: We are looking for an experienced ...for live streaming features - Optimize performance for real-time data handling - Work with databases, sockets, and third-party SDK integrations - Ensure smooth and low-latency live streaming experience Requirements: - Strong experience in Golang development - Experience with real-time applications (live streaming, chat, gaming, etc.) - Knowledge of REST APIs, WebSockets, and microservices - Familiarity with MongoDB/MySQL - Ability to work independently and meet deadlines Project Type: Freelance / Remote Duration: Long-term opportunity based on performance Apply with: - Portfolio or past project links - Expected hourly/monthly rate - Av...
...the ability to translate complex concepts into clear, credible and commercially focused website content. • The role requires someone who understands / will be able to research and understand the cyber security domain, including governance, risk, compliance, standards, architecture, threat management and resilience, as well as cyber for emerging technologies e.g. AI, Post Quantum Cryptography, Microservices, Cloud, partnership with other organisations, etc.. • The content needs to reflect industry depth, strategic clarity and credibility with senior executives. • A separate provider is responsible for website design and build. Web design and development are out of scope for this role. However, the content specialist will be required to collaborate with the designe...
During my time as a web developer, I faced a journey filled with technical challenges and significant responsibilities. I worked on developing multiple systems, including an Order Server that I built from scratch and integrated with other servers within the project, as well as a Notification Server and several other microservices that interacted with each other within a Distributed Architecture. We relied on .NET 8 with Clean Architecture and followed Domain-Driven Design (DDD) principles to define Bounded Contexts, and structure Entities, Value Objects, and Aggregates in a clear and organized manner. I also applied Repository Pattern and Factory Pattern along with Unit of Work to manage transactions and ensure Separation of Concerns. We implemented Fluent Validation to verify dat...
AI Engineer / AI Agent Architect – ERP Platform (Monolithic Java, MySQL, SaaS) We are developing a multi-tenant ERP platform currently built as a Java Spring Boot monolithic application with MySQL as the database and Angular as the frontend. While our long-term roadmap includes migration to microservices, the immediate objective is to safely introduce an AI-powered intelligence layer without disrupting the monolithic ERP core. Objective of the Role Design and implement an external AI intelligence layer that integrates with our existing monolithic ERP to provide: Business analytics and dashboards Predictive insights and forecasts Alerts, reminders, and anomaly detection Conversational ERP intelligence (AI Copilot) The AI must be ERP-aware, secure, tenant-isolated, and ...
...scalable full stack applications • Strong communication and team collaboration skills • Expertise with Python and various python packages Preferred Skills • Advanced SQL with PostgreSQL: joins, subqueries, CTEs, and query optimization • Understanding of ETL and Data ingestion • Experience with core AWS services: EC2/ECS, ELB, S3, CloudFront, IAM • Experience in Scala • Familiarity with microservices architecture and distributed systems • Knowledge of Terraform, Docker, Kubernetes • Experience with CI/CD pipelines and end-to-end testing tools like Cypress • Knowledge/Experience of building Generative AI applications and prompt Engineering • Knowledge of Agentic AI concepts and frameworks • Exposure to high-tr...
Job type – Sr. Freelancer/Consultant (12+ Years) Duration of engagement – 2 to 4 Months Assignment start date – First week of M...Years Estimated hours of work - 30/Week Location: Remote (Must to flexible to overlap with PST time zone) Overlap time : 7:30 PM to 12:30 AM IST Key Skills: · Strong expertise in C#, .NET, React, and Azure · Experience working with Azure services (Cognitive Services a plus) · Prior experience in building rules engines is an advantage · Strong problem-solving and communication skills · Microservices architecture (60 /40) Responsibilities: · Design, develop, and maintain scalable web applications · Collaborate with cross-functional teams across US Mountain Time work hours ...
...product managers, designers, and other developers. • Troubleshoot and debug production issues. Required Skills & Qualifications • 5+ years of professional software development experience. • Strong expertise in Node.js and backend development. • Solid experience with React (Hooks, Context API, state management). • Experience with MongoDB and PostgreSQL. • Strong understanding of REST APIs and microservices architecture. • Experience with Git and CI/CD pipelines. • Good understanding of authentication (JWT, OAuth) and security best practices. • Experience with cloud platforms (AWS, GCP, or Azure) is a plus. • Familiarity with Docker and containerized deployments is an advantage. • Strong problem-solving and debugging skills...
...readiness Implement security best practices including authentication, authorization, encryption, and auditing Optimize application performance, scalability, and reliability Support backend architecture improvements and platform enhancements Required Skills Strong experience in Python and Django framework Solid backend development and system design experience Experience in API development and microservices architecture Working knowledge of AWS environments Understanding of Terraform, CI/CD workflows (Jenkins/Tekton), and Kubernetes from a developer perspective Experience with Elasticsearch, MongoDB, and Kafka Knowledge of backend security standards and best practices...
...production-ready code Collaborate professionally with remote teams Required Skills Frontend Development React, , React Native TypeScript, JavaScript (ES6+) Redux Toolkit, React Query Tailwind CSS, HTML5, CSS3 Responsive UI design Progressive Web Apps (PWA) Backend and API Development Node.js, Java, Python, Go, C#, or .NET Core Flask, FastAPI, or Django REST APIs, GraphQL, or gRPC Microservices architecture Machine Learning and AI TensorFlow, PyTorch, Scikit-Learn, or similar frameworks Experience working with LLMs and modern AI frameworks Prompt engineering, RAG, or vector databases is a plus Cloud and DevOps AWS, Azure, or Google Cloud Platform Docker and Kubernetes CI/CD pipelines and deployment practices Data and Systems SQL or NoSQL databases (PostgreSQ...
...multiple operational branches Independent pricing per city/zone 10. Security & Technical Requirements Scalable cloud infrastructure API-based architecture Secure authentication (JWT / OAuth) Data encryption GDPR-compliant (if applicable) Admin activity logs Backup system 11. Performance & Scalability The system should support: High number of concurrent users Real-time updates Microservices architecture (preferred) Clean UI/UX design Deliverables Expected from Development Team Web Admin Panel Customer Website Courier App (Android & iOS) Customer App (optional but preferred) Backend API Database architecture Deployment & DevOps setup Documentation Post-launch support Proposal Requirements Interested development teams should provide: Estim...
Hiring: 5G RAN Protocol Developer • Experience: 3–8 Years • Employment Type: Full-Time (FTE) • Notice Period: Immediate Joiners Preferred Key Requirements: • Hands-on experience in LTE/5G NR – Layer 1, Layer 2, Layer 3 • Strong expertise in MAC Scheduler & 3GPP specifications • Experience in gNodeB development and debugging • Good knowledge of TCP/IP...Notice Period: Immediate Joiners Preferred Key Requirements: • Hands-on experience in LTE/5G NR – Layer 1, Layer 2, Layer 3 • Strong expertise in MAC Scheduler & 3GPP specifications • Experience in gNodeB development and debugging • Good knowledge of TCP/IP, UDP, SCTP • Strong coding skills in C/C++ • Experience with Git, Gerrit, Jira & Agile me...
...(Layer 1, Layer 2, Layer 3) Proven capability in LTE/5G NR protocol stack development Deep understanding of L1–L2 and L2–L3 interfaces Working knowledge of networking protocols (TCP/IP, UDP, SCTP) Strong C/C++ development capability for telecom systems Experience working within Agile delivery models Familiarity with Git, Gerrit, Jira-based workflows Exposure to cloud-native technologies (microservices, containers) is an added advantage...
can you run the below project in my machine and explain
use the below code and make it working run it in my machine
I’m ready to move our Kubernetes workloads on AWS into a fully automated production-grade release flow and need an expert who can stand up Spinnaker via the Spinnaker Operator to make that happen. Here...snippets, and any custom pipeline JSON so we can reproduce or extend it later. Acceptance criteria – A working Spinnaker UI reachable from the cluster, showing at least one pipeline successfully pushing a sample application to the production namespace. – All configuration stored in version-controlled manifests so changes are auditable. – Clear hand-off notes explaining how to add new microservices to the same automated flow. If you’ve already rolled out Spinnaker Operator in AWS and can demo a running pipeline, I’d love to tap your ...
...acronyms so new engineers can get up to speed quickly. I can provide current source diagrams, codebase access, and SME interviews. The final documents should be delivered in editable formats (Markdown plus embedded / Lucidchart diagrams or equivalent) so our team can maintain them over time. If you have a track record writing system architecture documentation, especially for SaaS or microservices-based products, I’d love to see a sample. Clear English, logical structure, and consistency are essential....
Hello Mustafa, I have reviewed your project and I am the right fit as I specialize in deploying com...correctly. Routing: isolating traffic so it does not interfere with Laravel's routing. Security: I will bind the internal service to localhost only or use UFW to block external access to the specific port, forcing all traffic through the secure Nginx layer. Experience: I have extensive experience managing Linux servers and Nginx/PHP-FPM stacks. I have deployed numerous Go and Node.js microservices, ensuring 100% uptime and seamless integration with main web apps. Deliverables: Fully configured gblicense on HTTPS. Nginx & Systemd config files. I can complete this within 2 days. Do you plan to host this on a subdomain (e.g., ) or a subpath? Best regards, Anshu K.
Key Responsibilities: • Design, develop, and deploy AI/ML solutions end-to-end • Lead AI architecture and solution design for ...proficiency in Python and data processing libraries (NumPy, Pandas) • Hands-on experience with TensorFlow, PyTorch, Scikit-learn • Strong understanding of Deep Learning, NLP, Computer Vision • Experience with Model Deployment & MLOps pipelines • Experience working with Cloud platforms (AWS / Azure / GCP) • Strong knowledge of Data Engineering & Big Data tools • Experience with REST APIs and Microservices • Excellent analytical and communication skills • Experience with Generative AI and LLM frameworks • Knowledge of Docker, Kubernetes • Experience with AutoML and model optimization techniq...
...SETUP GUIDE AWS Accounts Dev environment Staging environment PoC production sandbox Required Services Enabled S3 Lambda API Gateway Glue Redshift / Aurora SageMaker Neptune (optional AML graph) CloudWatch GuardDuty IAM / KMS 6. CI/CD PIPELINE GitHub / GitLab repository Branch protection rules Automated Terraform deployment Lambda deployment pipelines Automated unit tests Container builds (if microservices used) 7. TESTING STRATEGY Required Tests ingestion integrity tests schema validation tests compliance rule accuracy tests stress testing scenario tests fraud detection simulation tests security penetration testing 8. DELIVERY CHECKPOINTS Week 2 — Infrastructure Ready Week 4 — Data ingestion working Week 6 — Compliance engine working Week 8 — Stress tes...
...weather updates Technical Requirements Custom signaling server Custom media server or streaming pipeline Strong experience with low-latency audio and video systems Understanding of SFU and MCU architectures Mobile App: Flutter, React Native, or Native Android and iOS Backend: Node.js, Go, or Rust (proposal-based) Database: PostgreSQL, MongoDB, Redis Scalable and secure architecture (microservices preferred) Secure wallet and affiliate system Full source code and technical documentation required Who Should Apply Proven experience in building custom real-time communication platforms Strong knowledge of WebRTC internals, RTP/RTCP, and signaling Experience with media servers and real-time streaming Experience with wallet, fintech, or affiliate systems Strong DevOps a...
...CISCO LTD July 2025 - Now Project Description: RAIDN is an enterprise-grade project portal developed for CISCO to manage, monitor, and streamline internal project workflows, data processing, and user interactions across multiple teams. The platform is built using a microservices architecture to ensure scalability, high availability, and performance. Roles & Responsibilities: Designed and developed scalable backend microservices using Java and Spring Boot, following RESTful and domain-driven design principles. Implemented microservices architecture with inter-service communication and centralized configuration. Developed event-driven workflows using Apache Kafka for asynchronous data processing and system decoupling. Integrated Redis caching to improve applicatio...
...with clear README and environment files so I can spin up the stack locally via Docker. • CI/CD pipeline to a cloud provider of your choice; I’m fine with AWS, GCP, or Azure as long as deployments are automated and rollback is simple. • Thorough API and end-to-end testing; automated test coverage is a must for critical flows like payments and authentication. Deliverables 1. Source code for all microservices, web front-end, and both mobile apps. 2. Database schema scripts or IaC templates. 3. API documentation (OpenAPI/Swagger preferred). 4. Build, deployment, and release notes. 5. A short handover session to walk through the repo and CI/CD pipeline. If you’ve shipped production-grade microservice stacks and can get sleek, stable apps onto both App Store and...
...application. 4) User authentication and authorization. 5) Integration with standard third-party services: a) Payment gateways. b) Messaging and notification services. c) Identity verification and digital signature services (optional for MVP). 6) Logging, error handling, and baseline security best practices. Preferred technologies (not exclusive) 1) Backend: Node.js and/or Python. 2) Modular or microservices-based architecture. 3) Relational database (PostgreSQL or equivalent). 4) Cloud infrastructure (AWS, GCP, or similar). 5) Use of widely adopted third-party services for payments, communications, and identity. What we are requesting - Cost estimation for: a) Backend MVP development. b) A technical foundation prepared for functional and technical scaling. - Estimated delivery ...
...architecture, train it end-to-end, and fine-tune until we hit 90-95 % word-level accuracy on my validation set. Please incorporate best-practice techniques such as mixed-precision training, hyper-parameter tuning jobs, and automatic model versioning so we can reproduce results later. Finally, the trained model must be packaged as a SageMaker endpoint that plugs directly into my existing microservices (REST/JSON). Provide concise, commented inference code and a brief deployment guide so my team can move it into production with minimal friction. Deliverables • Data preprocessing scripts/notebooks (Python, boto3, SageMaker SDK) • Training and tuning jobs with logs and metrics captured in CloudWatch • Trained model artifact and deployed real-time endpoint ...
I’m expanding a cloud-native platform and need a hands-on Java specialist who can comfortably navigate our AWS stack while lending light support to the React front-end and a couple of Python utilities. Core work will revolve around building and optimising Java microservices that run in Lambda, interact with API Gateway, DynamoDB, and S3, and expose clean, well-tested endpoints to the React client. Alongside the usual feature work, we’re beginning to weave in basic AI functionality—simple model inference, small-scale data pipelines, and a bit of NLP where it makes sense—so any prior experience wiring up popular ML frameworks or hosted AI APIs will put you ahead of the curve. If you decide to apply, point me to past projects that show: • Solid Java engin...
...Natural Language Processing and automated data extraction. The proof of concept works; now I need a seasoned technical leader to turn it into a secure, scalable SaaS. You will own the high-level architecture and guide a small engineering team so that every layer—from model serving to front-end delivery—can grow without drama. Cloud-agnostic design, container orchestration, CI/CD pipelines, microservices or modular monoliths: I’m open to whatever will give us low latency, predictable costs, and clean deployment workflows, provided we end up with true end-to-end encryption for all customer data, both at rest and in transit. Key areas where I need your expertise • Selecting and refining our NLP stack (e.g., spaCy, Hugging Face Transformers, RAG approaches) a...
Need Java Backend engineer with AWS experience To design few microservices, highly scalable and available
...complex past projects, and explain architectural decisions with extreme confidence and clarity. Key Requirements: - Native or Bilingual English: You must be able to articulate complex technical concepts fluently and persuasively. - Deep Engineering Background: Real-world experience with [Java/Spring, Node.js, Python, or AWS...etc]. You must know how to discuss trade-offs (e.g., SQL vs. NoSQL, Microservices vs. Serverless). - Architectural Fluency: Ability to speak about system design, scalability, and security as if you built the systems yourself. - Confidence: Ability to handle high-pressure technical discussions and "own the room" during a call. What you will do: - Review our project requirements and internal documentation. - Join technical calls as a representati...
I'm seeking an expert to troubleshoot Keda and Kafka issues with scalability solutions in my microservices architecture. We are working with transaction data streams. Key Requirements: - Design and implement Keda-based autoscaling for Kafka consumers. - Optimize Kafka setups for high throughput and low latency. - Ensure robust handling of transaction data streams. - Collaborate to integrate solutions within existing microservices. - Document the architecture and provide a knowledge transfer session. Ideal Skills and Experience: - Strong experience with Keda, Kafka, and microservices. - Proficiency in cloud-native architectures. - Solid understanding of transaction data processing. - Excellent documentation and communication skills. Your expertise will help en...
...fit for treatment approve them, Manage payments, and Patients and their care takers /companion / relatives / etc receive our personal accompanied guided support from us and all ancillary services towards treating patients / customers / End user. We need an experienced full-stack Developer or Full stack developer team to deliver our minimal viable product (monolithic build, later scalable to microservices on iteration) * Patient Onboarding(5-step wizard, document uploads, consents) * Admin Dashboard (case triage, role-based access, messaging, Wallet amount disbursals, In app notifications , Whatsapp notifications, Email notifications) * Multi-Currency Wallet (via Razorpay/Stripe/Paytm, patient deposits only, no access of wallet amount withdrawal) * Provider Onboarding ( interest...
I’m looking to get a production-ready DevOps foundation in place for a microservices-based product. The immediate priorities are: • CI/CD pipeline setup – automated build, test and deploy flows that can promote services from feature branch to production with minimal manual touchpoints. • Infrastructure as Code – reproducible, version-controlled environments. I’m happy to work with Terraform, CloudFormation or a similar IaC tool if you have a strong preference. • Monitoring & Logging – service-level metrics, aggregated logs and alerting so we can spot issues before users do. Prometheus, Grafana, ELK, or comparable stacks are all acceptable. I will provide access to the cloud accounts and repositories; you bring the expertise to d...
...role for someone who can design scalable AI pipelines, ship fast, and think like a system architect. -What You Will Build AI pipelines that analyze recorded conversations (speech → text → structured insights) LLM-based systems for summarization, classification, objection detection, and recommendations RAG pipelines with embeddings, vector search, reranking, and evaluation Scalable FastAPI microservices for AI inference Cost-efficient and low-latency LLM workflows Production-ready systems with monitoring, evals, and performance optimization -Required Experience We are only looking for candidates with real production AI experience, including: Python + FastAPI LLM APIs (OpenAI / Claude / Gemini) RAG pipelines (embeddings, vector DBs, retrieval optimization) Experience sh...
...traditional finance module** * **On-chain insurance pool (AQEL)** and **on-chain trust pool (AQEF)** * Node Seat–based **revenue sharing** * Full **AML / compliance monitoring** * Advanced **real-time data visualization and transparency** --- ## **3. Overall Technical Scope** ### **3.1 Mandatory Architecture Requirements** Bidders must propose a production-grade architecture covering: * Backend: Microservices architecture (Java / Go / Node.js acceptable; rationale required) * Frontend: Web (React or Vue); Mobile optional * Real-time data: WebSocket * Event streaming: Kafka or equivalent * Databases: MySQL / PostgreSQL + Redis * Blockchain: EVM-compatible (NFTs, tokens, on-chain events) * Security: RBAC, audit logs, AML integration * Deployment: Docker-based CI/CD --...
Project Context: We are an EdTech/Streaming platform with a solid backend built in NestJS (Microservices). The code was recently audited and rated 8/10 in quality. However, we are facing critical issues with the production environment, video processing speed, and the user interface. The Mission (Fixed Price Contract): We are looking for a Senior Expert to take over, clean the server mess, optimize video processing, and launch a new UI. Scope of Work (5 Key Pillars): 1. Server Rescue & Data Safety (CRITICAL PRIORITY): Access the live server (SSH) and clean up the chaotic Docker/Nginx configurations left by the previous dev. Map Existing Data: We have 60TB of HLS video data on the server. You must map this volume correctly to the new Docker containers so the platform works wi...
...has spent five or more years writing and refining playbooks—to take full ownership of our automation layer. All of our workloads sit in an on-premises environment, and your mission is to turn the provisioning, configuration, patching, and deployment of those systems into a fully reproducible, Jenkins-driven process. What you will be working on • Web servers, database servers, and a growing microservices stack that includes MongoDB and ELK. • Creation and maintenance of reusable roles, dynamic inventories, and supporting shell/YAML scripts. • Tight integration of these playbooks with our existing Jenkins pipeline so every commit can be tested, linted, and promoted seamlessly through dev, test, and prod. • Continuous optimisation and troubleshooti...
AI-Driven SaaS: How Businesses Are Integrating OpenAI APIs to Stay Ahead