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What TradeCompare is TradeCompare is an invoice and receipt intelligence platform that helps businesses identify margin leaks by analysing what they actually pay across invoices over time. It surfaces price drift, overspend hotspots, supplier inconsistencies, and fee creep, then generates a Negotiation Pack (talking points + evidence) to support switching/renegotiation and internal approvals. TradeCompare also includes a market price search layer so users can check if cheaper options exist online, but the platform must always lead with invoice truth. Pilot offer (for context only, not a platform limit) I currently sell a “Margin Leak Audit” pilot where the customer uploads a smaller set of invoices (e.g. recent 30–90 days) and receives results within 48 hours with a “5 actions or refund” guarantee. This is a commercial offer, not a technical constraint. The platform must support customers uploading many invoices over longer periods. Current state (what exists) Upload flow + document list working Parsing works enough to populate Top Products (qty, avg price, spend) Analytics/Insights pages render outputs Comparison feature exists but results and attribution are weak Supplier reporting often shows Unknown Invoice date handling is wrong (upload date is being used) Negotiation Pack/report output needs implementing properly UI needs redesign polish What needs finishing (core tasks) 1) Invoice date must be used (not upload date) Required Extract invoice date from each document and use it in analytics, filters and insight calculations Store upload date separately If invoice date is missing/low confidence, prompt user to confirm Done means Uploading historical invoices instantly produces correct multi month trends. 2) Supplier extraction and mapping (no Unknown) Required Extract supplier name reliably (header/footer/VAT area) Normalize supplier names to a supplier_id Fallback on upload for manual supplier selection and save mapping Allow editing supplier after upload Done means Supplier breakdown and supplier based insights are reliable. 3) Invoice based Insights (core product value) Insights must be computed from invoice history first. Required insights Price drift over time per item with % change and £ impact Overspend hotspots (top spend items and top drift impact items) Supplier inconsistencies (same item different price across suppliers and over time) Fees/creep flags (delivery, fuel, service charges appearing, repeating, rising) Anomalies (unit price outliers, quantity spikes, new recurring lines) Each insight must show evidence and an action Item, supplier, invoice dates, prices compared, quantity, £ impact Clear “what to do next” Done means Users can upload invoices and immediately see clear, evidence based actions. 4) Negotiation Pack / Report generation (core deliverable) Required Generate a Negotiation Pack from the insights that includes Top actions to reduce spend Switch/Renegotiate list ranked by £ impact Evidence lines per action (supplier, dates, old vs new price, delta %, £ impact) Talking points in plain English In app report view plus export (PDF preferred) Done means A user can generate a Negotiation Pack at any time from their uploaded invoices. 5) Market price search and comparison (must be accurate and visual) Market comparison is a feature, but it must not replace invoice truth. Current issues Everything shows Google Shopping instead of real merchants Matching relevance is weak Product images missing/inconsistent Required improvements Show real merchant/retailer names wherever available Improve matching logic (SKU/MPN/EAN when available; otherwise title + attributes; pack size handling) Add confidence score and allow user to select best match when uncertain Show product images in results Comparison output must show invoice price vs cheapest market price and potential savings Done means Market comparison feels credible, visual, and actionable, with correct attribution. 6) UI redesign polish (keep structure, improve trust) Required Improve typography, spacing, consistency and visual hierarchy Better insight grouping and filters (supplier, time window, severity) More charts that make drift and overspend obvious Better onboarding and empty states Overall look should feel like a B2B audit tool Done means The UI looks premium and the value is obvious quickly. Beta-ready definition of done Unlimited invoice uploads supported over long time periods Correct multi month trends using invoice dates Reliable supplier extraction and mapping Invoice driven insights with £ impact and actions Negotiation Pack/report generated and exportable Market comparison accurate, correctly attributed, with product images Redesigned UI ready for paid pilots
Project ID: 40189809
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32 freelancers are bidding on average $430 USD for this job

Hi there, I understand that TradeCompare aims to provide vital insights into invoice intelligence, helping businesses identify margin leaks effectively. With my extensive experience in full-stack development and deep familiarity with Django and FastAPI, I’m confident that I can help finalize your MVP, ensuring that the analytics are robust, supplier extraction is accurate, and the UI feels premium. My expertise in developing intricate insights and reporting solutions positions me well to implement the crucial modifications required, such as correcting invoice dates and generating actionable Negotiation Packs. I’m ready to dive into the existing build and enhance its capabilities to meet the needs of your users immediately, ensuring a smooth and intuitive experience. Let’s connect soon to discuss the next steps in completing this project. Could you clarify the current status of the existing features, particularly the user experience with the upload flow? Thanks,
$610 USD in 12 days
6.5
6.5

Hello, I am excited about the opportunity to finalize the TradeCompare MVP. With my extensive background in full-stack development, particularly with Python and Django, I am confident in delivering the essential features to elevate this platform. I will focus on accurately extracting invoice dates, enhancing supplier mapping, and providing actionable insights to effectively tackle margin leaks. My experience with Git and integrating AI solutions will ensure a robust and seamless user experience. I propose a timeline of 4 weeks to accomplish these core tasks, ensuring the platform is ready for beta testing with full functionality and a polished UI. Thanks,
$260 USD in 4 days
6.5
6.5

Hello, I understand you need to finalize the TradeCompare MVP to enhance invoice date accuracy and supplier extraction. My focus will be on delivering precise, evidence-based insights that help users see clear actions based on their invoice history, while ensuring reliable supplier mappings with no unknowns. I will also implement an intuitive UI redesign, making insights visually engaging and actionable. In terms of deliverables, users will seamlessly upload invoices and generate comprehensive Negotiation Packs that guide spending reduction efforts. Regards, Davide
$400 USD in 7 days
5.0
5.0

⭐ If you award me, your smile shows up ⭐ Hi , Your project immediately stood out to me—it closely matches work I’ve completed successfully in the recent past. The core challenges, structure, and technical requirements are very familiar, with only a few unique elements that align perfectly with my expertise. This is great news for you: it allows me to skip the usual ramp-up time, avoid trial-and-error, and deliver clean, high-quality results quickly and confidently. I bring hands-on experience with JavaScript, Frontend Development, Python, FastAPI, Stripe, Full Stack Development, ChatGPT AI Integration, Git, Django and WordPress, along with proven workflows and best practices refined through multiple similar projects. You can view a directly relevant example in my portfolio here: https://www.freelancer.com/u/thomasb726 I’d be happy to discuss your specific goals in more detail and share tailored ideas based on what has worked best in comparable scenarios. Why clients choose—and continue working with—me: • Clear, proactive communication so you always know where the project stands • Strong respect for your deadlines, budget, and business reputation • Responsive, approachable, and focused on a smooth, stress-free process • Reliable post-delivery support that often leads to long-term partnerships If you’re looking for precise execution, high-quality results, and a dependable long-term partner, I’d love to connect and help bring your project to life. Best regards, Tom
$500 USD in 2 days
4.3
4.3

Hi, I am excited about the opportunity to help finish the TradeCompare MVP. With over 7 years of experience in software development, I am well-versed in Python, FastAPI, and Full Stack Development, making me confident in enhancing features like invoice date extraction, supplier mapping, and generating insightful outputs. I understand how crucial accurate insights and a polished UI are for the success of this platform. I can start immediately and aim to have the core functionalities ready within 20 days, leading us towards a beta-ready product soon. Best regards, Andrii
$500 USD in 2 days
4.1
4.1

Hello I’m 100% sure I can help you out with this project and meet your expectations. Let’s connect on chat and discuss the requirements in more detail. Please come over chat and discuss your requirement in a detailed way. Regards Syed Raza
$410 USD in 5 days
3.6
3.6

Dedicated Freelancer Ready to Elevate Your Project for TradeCompare MVP Finish Freelancer Brief (Existing Build). I have a solid background in FastAPI, Full Stack Development, Stripe, Frontend Development, JavaScript, Django, Python, Git, ChatGPT AI Integration and WordPress, I bring valuable expertise to your project. I have successfully completed many projects with 100% client satisfaction. Clear and timely communication is my priority. I believe in keeping you informed throughout the project lifecycle. I am available for a discussion at your earliest convenience. Please feel free to contact me to further discuss your project details. Thank you for considering my bid. I am excited about the opportunity to contribute to the success of your project. Please visit my portfolio to check my previous work samples, here - https://www.freelancer.com/u/GraphicsHub2k24?page=portfolio&w=f&ngsw-bypass= Best regards, Muhammad Asim Khan
$250 USD in 1 day
3.8
3.8

Hi, We would like to grab this opportunity and will work till you get 100% satisfied with our work. We are an expert team which have many years of experience on JavaScript, Python, WordPress, Django, Git, Stripe, Full Stack Development, Frontend Development, FastAPI, ChatGPT AI Integration Please come over chat and discuss your requirement in a detailed way. Regards
$350 USD in 2 days
3.5
3.5

Hello Tosin, I am Bwalya, a seasoned professional with 8 years of experience in JavaScript, Python, and Frontend Development. I have a strong background in WordPress and am well-equipped to tackle the requirements of your TradeCompare project. I have carefully reviewed the project description and understand the core tasks that need to be completed. I will ensure that the invoice date is accurately utilized for analytics, implement reliable supplier extraction and mapping to eliminate "Unknown" entries, generate insightful reports based on invoice history, and enhance the market price search feature for accurate comparisons. I would love to discuss the project further with you in chat to provide a tailored solution that meets your needs. Best regards, Bwalya
$500 USD in 7 days
3.4
3.4

Invoice intelligence platforms break down when extraction accuracy and insight logic are layered on top of weak document signals. The correct fix is to stabilise invoice truth first so every downstream feature compounds value instead of noise. At Ace360 I have completed similar MVP finishes where partially working builds needed to become audit grade products. I will complete the platform using Full Stack Development with Python Django and FastAPI to correct invoice date handling supplier extraction and historical trend logic. JavaScript and Frontend Development will be used to redesign insight presentation filters and charts so drift overspend and anomalies are immediately clear. I will implement robust supplier mapping workflows and rebuild insights to surface price drift fees inconsistencies and anomalies with evidence and pound impact. Market comparison will be reworked with stronger matching confidence attribution and images so it supports negotiation rather than replaces invoice data. This approach removes Unknown suppliers fixes trend accuracy and turns uploads into immediate negotiation ready actions. A short conversation is usually enough to validate the execution approach before moving forward. Lance Full Stack Digital Director
$650 USD in 7 days
2.7
2.7

✅Hi there, hope you are doing well! I have extensive experience with building and scaling platforms similar to TradeCompare, focusing on analytics and invoice intelligence, ensuring they deliver actionable insights and robust negotiation tools. To successfully finish the core tasks for TradeCompare, it’s crucial to implement reliable data extraction for invoice dates and supplier mappings to ensure accurate analytics and insights. I will streamline the extraction processes and enhance the UI for a polished user experience, ensuring users can quickly receive detailed insights and generated negotiation packs with ease. I'd like to work on this project sincerely from my confidence. Let's connect and discuss more.
$450 USD in 5 days
2.4
2.4

Hello, thanks for posting this project. TradeCompare is a compelling platform with clear potential to drive meaningful cost savings for businesses. I’ve carefully reviewed your requirements and I’m confident I can help you achieve a robust, beta-ready product that delivers genuine value to your users. My experience aligns closely with your needs: I focus on building reliable data extraction pipelines, actionable analytics, and insightful reporting tools that surface clear business benefits. I have delivered invoice and document parsing systems, supplier normalization engines, and pricing analytics for B2B fintech projects. Ensuring data consistency, actionable insights, and user trust are central to my approach. For your goals, I will: - Implement precise invoice date extraction and fallback mechanisms for historical accuracy - Build reliable supplier extraction, normalization, and editing interfaces, eliminating “Unknowns” - Develop comprehensive, evidence-based insights and user-friendly negotiation reports - Strengthen market comparison logic, matching confidence, and improve visual output - Apply a polished B2B UI redesign to build trust and intuitive engagement You can count on thorough QA and a collaborative approach to reach your Beta-ready criteria with high confidence. Looking forward to discussing your roadmap and priorities in detail. Warm regards, Vitalii
$500 USD in 2 days
2.2
2.2

Hi, I can do this. I have extensive experience in full-stack development, particularly with JavaScript, Python, and Django, which aligns perfectly with your requirements for TradeCompare. I will ensure the accurate extraction of invoice dates, reliable supplier mapping, and actionable insights based on invoice history. My approach will focus on enhancing the negotiation pack generation and improving the market price comparison feature to maintain invoice truth while providing credible data. Additionally, I will polish the UI to create a premium B2B audit tool experience. I am committed to delivering a beta-ready product that supports unlimited invoice uploads, accurate insights, and a visually appealing interface. Looking forward to collaborating on this project. Ashnasajid
$500 USD in 3 days
3.9
3.9

As a leader of a software development company dedicated to empowering businesses through innovative technology solutions, my familiarity with the intricate aspects of this project is unparalleled. I specialize in full-stack development, utilizing technologies such as Django, JavaScript, and Python - crucial skill sets for completing the required tasks and ensuring a robust platform for TradeCompare. With extensive experience in building cloud-based solutions such as yours, my team and I are well-versed in enhancing overall efficiency and user experience. One of our core values is delivering sustainable solutions that bridge business needs with technology effectively. Given the challenge at hand - extracting invoice dates, mapping suppliers consistently, generating actionable insights based on invoice history, and reformulating a clearer negotiation pack from these insights - we understand fully the importance of accuracy, reliability, and actionable information your business requires. In addition to the technical requirements, evaluating the user interface is also necessary for this project. As someone who appreciates the significance of design and functionality, I promise more than just a "redesign polish". WordPress has been my go-to platform for building seamless UI/UX experiences. Ultimately, my ultimate aim is to deliver tailored solutions that transcend client expectations. Trust me with your trade intelligence platform - together let's identify margin leaks and create substantial impact on how businesses make informed financial decisions through harvesting invoice truth!"
$250 USD in 2 days
1.0
1.0

Hello there! Can your platform handle the challenge of accurately extracting and using invoice dates? How about normalizing supplier names consistently? These tasks are challenging because maintaining data accuracy is crucial for generating reliable insights and actions. I would be happy to discuss further on chat.
$400 USD in 4 days
0.0
0.0

Hey , I just finished reading the job description and I see you are looking for someone experienced in Frontend Development, ChatGPT AI Integration, Django, Python, Stripe, JavaScript, Git, FastAPI, WordPress and Full Stack Development. This is something I can do. Please review my profile to confirm that I have great experience working with these tech stacks. While I have few questions: 1. These are all the requirements? If not, Please share more detailed requirements. 2. Do you currently have anything done for the job or it has to be done from scratch? 3. What is the timeline to get this done? Why Choose Me? 1. I have done more than 250 major projects. 2. I have not received a single bad feedback since the last 5-6 years. 3. You will find 5 star feedback on the last 100+ major projects which shows my clients are happy with my work. Timings: 9am - 9pm Eastern Time (I work as a full time freelancer) I will share with you my recent work in the private chat due to privacy concerns! Please start the chat to discuss it further. Regards, Salik.
$250 USD in 3 days
0.0
0.0

Good afternoon , I hope this proposal finds you well. I have checked your project titled (TradeCompare MVP Finish Freelancer Brief (Existing Build)), which lies in my field of my certification & specialization. This is to inform you that I have KEENLY gone through your project description, CLEARLY understood all the project requirements as instructed in your project proposal and this is to let you know that I will perfectly deliver as desired. Being in possession of all stated required skills like; Git, FastAPI, Python, WordPress, Stripe, Django, Frontend Development, JavaScript, Full Stack Development and ChatGPT AI Integration:, as this is my field of professional specialization having completed all certifications and developed adequate experience in the respective field, I hereby humbly request you to consider my bid for professional, quality and affordable services that meet all your requirements. I always guarantee timely delivery and unlimited revisions where necessary hence you are assured of utmost satisfaction when working with me. Please send me a message so that we can discuss more and seal the project. WELCOME.
$750 USD in 1 day
0.0
0.0

Hello, As someone with a solid background in web development, especially with technologies like Django, JavaScript, Python, and WordPress, I have the technical toolset to undertake every aspect of your project. I specialize in creating scalable and intelligent platforms which makes me a great fit for TradeCompare’s Invoice and Receipt intelligence platform. Moreover, my experience with databases like MySQL and NoSQL will assist me in implementing the invoice date handling accurately. One of the core tasks for the completion of your project is providing reliable supplier breakdowns plus insights - something I excel in. My ability to extract supplier name reliably and normalize them for effective analysis can enhance your whole platform experience. My expertise in Machine Learning, Deep Learning and especially NLP (which will be used for anomalies detection) also brings immense value to this project giving analysis a boost by expanding it beyond the structured data. Lastly, my proficiency with API integration, cloud hosting through AWS and my experience with Git for collaborative development brings efficiency to the table, making code merge from different parties seamless. In conclusion, I am confident that with my skills, drive and commitment to produce high-quality outputs on time, I can transform your TradeCompare MVP into a polished product that delivers accurate invoice insights at scale whilst maintaining ease of use for your e Thanks!
$250 USD in 3 days
0.0
0.0

Hi there, I noticed you’re looking to complete TradeCompare’s MVP, focusing on invoice date accuracy, supplier mapping, and core insights. I’ve built similar invoice intelligence and analytics platforms with complex data extraction and interactive reporting. I have 7+ years of experience in full-stack development using Python, Django, FastAPI, and JavaScript, mastering scalable analytics systems in SaaS. Recently, I revamped an invoice processing app that improved supplier mapping reliability and generated actionable insights, resulting in a 30% increase in customer retention. ✅ Extract invoice dates from documents for multi-month trend analytics, storing upload dates separately. ✅ Implement robust supplier name extraction, normalization, and manual corrections after upload. ✅ Develop detailed price drift, overspend, fee creep, and anomaly insights with clear evidence and next steps. ✅ Build comprehensive Negotiation Pack reports with ranked actions, exportable to PDF. ✅ Improve market price comparison with accurate matching, merchant info, images, and confidence scores. ✅ Polish UI for better trust, readability, and clear B2B audit tool aesthetics. Quick question: Will you provide access to existing parsing models and data samples for testing these features? I look forward to working with you. Best Regards, Rosita Iniesta
$300 USD in 7 days
0.0
0.0

Ipswich, United Kingdom
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