Python & Pine Trend Algo Scripts for Scalping

@prashanpatel557

Hello, I have experience developing TradingView strategies, Python trading engines, broker API integrations, and backtesting frameworks for Nifty, Bank Nifty, Sensex, options, and intraday trading systems. Your requirement is a great fit because it involves building both the TradingView research version and the production-ready Python execution version while ensuring signal consistency between them. What I will deliver: Pine Script Version • Moving Average crossover strategy • VWAP confirmation filter • Configurable ATR / Fixed Points / Fixed ₹ Risk stop-loss • 1:2 and 1:3 Risk-Reward targets Python Version • Modular architecture (Data → Signals → Risk → Execution) • Identical logic to Pine Script • Broker-ready integration layer (Zerodha / FYERS / Angel One) • Position sizing and risk management functions Validation & Testing • Pine vs Python signal matching report • Historical backtest on 5-minute data • Entry/Exit timestamp comparison • Sample paper-trading validation Deliverables • Pine Script source code • Python source code with comments • Installation guide and documentation Timeline: 3–7 days Estimated Cost: ₹25,000 – ₹35,000 One question: Should the stop-loss mode (ATR, 50 Points, or ₹1,500 risk) be user-selectable from settings, or should the system dynamically choose between them based on market conditions? I can start immediately after receiving the exact MA periods, VWAP rules, and preferred timeframe.

@prabhathk5

Thanks for sharing the details. I’ve reviewed your requirement and would be glad to discuss it further. I’m Prabhath, an experienced MQL4/MQL5, Pine Script, Python, and C++ developer specializing in automated trading systems and institutional-grade algorithmic solutions. I develop Expert Advisors, indicators, dashboards, data tools, and custom trading utilities for MT4/MT5, TradingView, and standalone platforms. Along with MQL5 systems, I also build fully automated trading software in Python and C++ for Indian stock markets and global exchanges (US, EU, and others). These solutions can be tailored for stocks, indices, futures, forex, and crypto based on project needs. As an active trader, I work with ICT, SMT, market structure, liquidity models, order blocks, FVGs, VWAP, and volume-based logic, ensuring each strategy follows the client’s trading methodology. My expertise includes institutional-grade EA and indicator development, ICT/SMT-based trading systems, Pine Script automation, Python and C++ systems for Indian and global markets, backtesting, paper trading and live trade integration, strategy optimization, and low-latency execution. I also fix, optimize, and enhance existing trading systems to make them stable and production-ready. Where permitted, I can share demos or walkthroughs of previously completed projects while respecting client confidentiality. Thank you for your time and consideration.

@loxtic

Hi, how are you doing? I have solid hands-on work building automated strategies for Indian markets, with clean Python modules and Pine Script visuals for back-testing. I’ve delivered reusable signal, sizing and risk utilities, plus clear inline comments and concise docs. I can produce a Pine Script that aligns with your VWAP/MA setup and a production-grade Python side ready to connect to Zerodha/Kite, FYERS or Angel, with a sample back-test that matches signals over a year of 5-minute data. Let me know further if interested

@bizvivo

I lead a seasoned team of trading software developers, data scientists, and full stack engineers with 20+ years of combined experience delivering enterprise grade solutions. We specialize in automated trading bots, having built systems around RSI, MA, MACD, Bollinger Bands, harmonic and Fibonacci strategies. Recent projects include: • AI driven equity day trading bot with real time L1/L2 data ingestion and risk controls. • Options straddle/strangle manager with dynamic hedging and margin optimized basket orders. • Multi asset scalping bot tuned for ultra low latency execution. • Portfolio rebalancer integrating ML forecasts with smart order routing. • Backtest engine validating strategies against years of minute level data. We recently deployed a machine learning algorithm for predictive trading, combining advanced research with robust live execution. Looking forward to discussing how we can tailor this expertise to your needs. Best Regards, Radhika

@shibbuquadir

With versatile proficiency in API Development, C Programming, Python and Software Architecture, my team at Paper Perfect is fully equipped to get your trend-following system up and running at its peak potential. We can deliver results precisely inline with your vision and specific needs. With a meticulous approach, we will be able to draft the algorithm in Python for swift integration with your broker's API, as well as that in Pine Script enabling you to conveniently fine-tune parameters through TradingView's visual-back testing. Our paramount focus on stability and efficiency ensures dependable speed and the seamless transfer of data back-and-forth between the systems. We hold ourselves to the highest standards of performance and understand the significance of a clean hand-off solution. Apart from generating matching signals within Python and Pine Script throughout historical data, we'll also provide reusable functions for signal generation, position sizing, risk checks - which would prove vital for extending code later without requiring an extensive rewrite. Rest assured, alongside the core project delivery, you will also receive comprehensive documentation along with a sample back-test report to validate our work. Let's discuss how our expertise can bring ever greater pliancy and value towards realizing your project vision!

@Sahyadri96

Completed projects till now 1) Python + DhanAPI +Excel + VBA option scalping strategy 2) Python 21 EMA and 9 EMA crossover strategy on DhanAPI 3) Google sheet + FyersAPI trading 4) Google sheet + Algomojo + Upstox 5) Tradetron Banknifty option scalping strategy 6) Excel 2600 NSE 10 years data 7) Copytrading using python 8) Tradetron Supertrend + MACD Crossover Strategy 9) Dhan option chain with Greeks in Google spreadsheet via Google Appscript 10) Backtesting of Nifty options for wait and trade strategy 11) Trigger orders for Dhan Nifty options 12) Shoonya API:- Wait and trade strategy 13) Tradetron: RSI + ADX + EMA strategy 14) Python Moving avarage channel trading Algo 15) Kotak Neo: Turtle scalping strategy for options 16) Fyers Filtered option chain in Excel 17) Binance Bitcoin tradingview strategy python bot 18) Fyers Tradingview python bot 19) Dhan Python order manager I can deliver any project in Trading. Readymade setups for Python available

@KaleRiddhesh

I have checked every details of your requirement and I can complete this project 1-2 Days. I will first create this Pine Script with R:R and position sizing input so that you can backtest and once good to start we can use python code faster execution. You can click "Chat Now" button to start discussion and complete this project.

@manoval09

Hi, Automated trend-following for Nifty and Bank Nifty needs fast signal generation and reliable entry/exit logic across market sessions—Pine Script handles TradingView alerts in real-time while Python manages order placement and risk controls. I've built similar systems for intraday scalping, focusing on reducing false signals through multi-timeframe confluence rather than indicator stacking. My approach: Pine Script with a dual-MA crossover + volume confirmation pattern (to filter low-liquidity noise), piped to Python via webhook, where I implement position sizing based on volatility (ATR), trailing stops, and session-aware trading hours (9:15–15:30 IST). I'll use ccxt for live execution and backtest across the last 12 months of Nifty data with walk-forward validation to verify edge durability. First 24 hours: I'll deliver the Pine Script indicator logic and Python skeleton with mock order placement so you can verify the signal quality before touching real capital. What's your preferred execution venue—broker API, or should I build this for Zerodha/5paisa? Best regards, Val

@hakan1022

Hi, there. I recently developed an automated trading system using Python and Pine Script for the forex market, focusing on trend-following strategies with real-time data integration. In my project, I implemented a moving-average crossover strategy coupled with real-time volume analysis to enhance entry and exit points. I faced challenges in ensuring synchronization between different platforms and managing API rate limits, which I solved by optimizing the code structure and implementing efficient data handling techniques. I plan to utilize custom-built functions for signal generation and risk management in your project, ensuring that the code remains modular and easy to extend. My unique approach involves leveraging machine learning for predictive analytics, which I successfully applied in a previous project to improve trading accuracy. If I use my previous experience, your project will likely be completed successfully. Hope to discuss this in detail. Through detailed discussion, I think I can find the better solution to finish your project successfully. Thank you.

@jaspinder019

the code can be absolutely done by me. I can build a robust Pine Script indicator or strategy with multiple indicator logic, structure detection, retest conditions—basically anything you want in Pine Script can be coded. I just need a clear and detailed description of your concept and full requirements. Once we discuss everything, I can start the work and deliver clean, well-commented code with user-friendly inputs and proper documentation, exactly as per your needs.

@arvindk290

Hello, I am an experienced Algo Trader and MT5 EA Developer with 7+ years of experience in automated trading systems for Forex, Gold, Commodities, Crypto, and Currency Pairs. I can develop a robust MT5 Expert Advisor tailored to your requirements, including: • Fully automated trade execution • Forex and Commodities support • Advanced risk management and money management • Optimized entry/exit logic • Backtesting and strategy optimization • Clean, efficient, and reliable MT5 code I have developed multiple profitable trading algorithms, custom indicators, and automated strategies for Gold (XAUUSD), Forex majors/minors, and Crypto markets. I would be happy to discuss your trading logic and provide a solution optimized for performance and risk control. Best Regards, Arvind Algo Trader & MT5 Developer 7+ Years Experience

@bishtchirag13

Hi there, Bridging the gap between TradingView backtests and live broker execution requires exact mathematical precision. As a Python backend engineer specializing in algorithmic trading and API architecture, I can build your MA/VWAP trend-following strategy with absolute 1:1 signal parity across both environments. Here is my execution plan: 1. Pine Script Strategy (v5) I will code the TradingView script for visual backtesting, incorporating your exact logic: MA crossovers confirmed by VWAP, strictly firing market orders. I will build modular inputs for your risk management parameters (1:2/1:3 RR, and dynamic SL via ATR, fixed points, or fixed INR). 2. Modular Python Engine I will build the production counterpart in Python. Using robust data libraries (like pandas_ta), I will replicate TradingView's exact indicator calculations. The codebase will feature reusable, decoupled functions for signal_generation(), risk_management(), and order_execution()—making it effortless to plug directly into the Zerodha Kite or FYERS APIs. 3. Validation & Parity Report I will run a 1-year, 5-minute historical test and provide a reconciliation report proving that both the Python and Pine Script versions generate identical entry/exit timestamps. The Python script will include robust exception handling for uninterrupted live/paper trading. Let's connect to review your exact MA parameters! Best regards, Chirag Bisht

@roroshik

Here's a proposal tailored to the project requirements: **Opening** I'm a seasoned Python and Pine Script expert with extensive experience in building high-performance trading algorithms for Indian derivatives. I'll deliver a robust, production-grade solution for your trend-following system. **Understanding** You need a Python and Pine Script implementation of a trend-following system with moving-average crossovers and VWAP confirmation, along with reusable functions for signal generation, position sizing, and risk checks. **Solution** I'll create a Pine Script version for TradingView and a Python counterpart for your broker's API, ensuring matching entry/exit timestamps and zero unhandled exceptions during a 520-hour paper-trading run. I'll also provide concise documentation and a sample back-test report. **Technical Insight** I'll utilize efficient data structures and algorithms to optimize the code for speed and stability, ensuring a seamless hand-off between the two versions. **Relevant Experience** I've developed complex trading algorithms for Indian derivatives, including multi-indicator systems, and have a proven track record of delivering high-quality solutions. **Question** Can you provide more details about your broker's API and any specific requirements for the Python implementation?

@rakeshravi18

Hello, I am a Python Developer with knowledge of algorithmic trading and Indian market instruments including Nifty, Bank Nifty, and Sensex. I understand the strategy requirements involving moving-average crossovers, VWAP confirmation, ATR-based risk management, and signal synchronization between Pine Script and Python. I can develop a clean Pine Script version for TradingView backtesting and a modular Python implementation ready for broker API integration. My approach focuses on accurate signal generation, reusable code structure, proper documentation, and reliable backtesting results. I understand the importance of matching entry and exit signals across both platforms and can ensure the logic remains consistent and easy to extend in the future. I am ready to discuss the strategy details and start immediately. Looking forward to working with you.

@saritas319

Hi there, I have read your requirements for the automated trend-following system for Nifty, Bank Nifty, and Sensex. I am a Python developer with a strong focus on algorithmic logic, API integration, and clean, modular code architecture. I can deliver exactly what you need with high precision. Here is my approach to your acceptance criteria: Pine Script Development: I will write a clean, well-commented Pine Script incorporating your MA Crossovers and real-time VWAP confirmation, including the specific Risk:Reward (1:2/1:3) and ATR/Point-based Stop Loss logic. Production-Grade Python Code: I will build the counterpart in Python, structured with reusable functions for signal_generation(), position_sizing(), and risk_management(). The code will be optimized for a Linux environment, ensuring maximum stability and zero unhandled exceptions for continuous 520-hour runs. API Readiness: The Python core will be modularized so you can easily plug in Zerodha Kite, FYERS, or Angel One API wrappers for market order execution. Data Verification: I will ensure the logic is identical across both platforms so that the entry/exit timestamps match perfectly on your 5-minute historical data. I develop primarily on a secure Linux architecture, which is the industry standard for stable deployment of financial algos. Let's connect in the chat. I am ready to start mapping out the MA/VWAP logic immediately. Best regards, Bhavishya Attri

@meherab0608

Hi, I can easily DO your work IN 24 HOURS, DM me now to get started, PRICE NEGOTIABLE 100% Work satisfaction is provided I can build your automated trend-following trading system for Nifty, Bank Nifty, and Sensex in both Pine Script (TradingView) and Python (broker-ready execution). Proposed solution: Pine Script (TradingView) • MA crossover strategy with VWAP confirmation • ATR-based stop loss with configurable risk parameters • Support for 1:2 and 1:3 risk-reward logic • Fully backtestable and adjustable inputs for optimization Python Engine • Matching MA + VWAP signal engine (identical logic to Pine Script) • Risk management module (position sizing, SL/TP calculation) • Broker-ready structure for Zerodha / FYERS / Angel APIs • Modular design for signals, execution, and risk handling Core Features • Identical entry/exit logic across Pine and Python • Reusable functions for signals and risk checks • Clean logging for debugging and backtesting • Exception-safe design for long-running execution Questions before starting: 1. Should MA be EMA or SMA? 2. Do you want session-based VWAP only? 3. Fixed risk per trade or percentage-based sizing? 4. Which broker API should be implemented first? I can start immediately and ensure both versions produce matching signals with a stable, production-ready architecture.

@qasm03

Hello, I reviewed your project details for building an automated trend-following scalping system for Nifty, Bank Nifty, and Sensex. Synchronizing TradingView (Pine Script) and Python is the perfect engineering approach for visual backtesting and stable production. ?️ My Execution Plan: 1. Pine Script (v5): Implement the Moving Average Crossover with real-time VWAP confirmation. Set up dynamic risk options: ATR-based, static 50-point/1500 Rs stop loss, and 1:2/1:3 targets. 2. Python Production Script: Replicate the identical mathematical indicators using Pandas-TA to match TradingView timestamps. 3. Architecture: Build modular, reusable functions for signal generation, position sizing, and mandatory risk management. Market orders will be optimized to plug into your broker API (Kite, FYERS, or Angel). 4. Testing: Deliver a backtest report ensuring identical entry/exit timestamps on 1+ year of 5-minute data, with robust try-catch blocks for stable paper-trading. ? Why Me? * Strong background in Python, custom algorithms, and data analysis. * Committed to writing clean, production-grade code with detailed inline comments. I am ready to start right away. Let's connect in the chat to discuss the details! Best regards, Qasim

@yashkumarsingh20

I build both sides to fire identically, no repaint. This is my home turf. I've written trend-following Pine indicators including a UT Bot-style alert system and a no-repaint trendline-break indicator, plus Python automation for NIFTY that handles live data and signals. I trade Nifty and Bank Nifty myself, so I understand what "engineered for speed and stability" actually means when the 9:15 candle is moving. For the clean hand-off you mentioned: you get commented code, a short README, and matching logic in both languages so the Pine alerts and the Python executor agree bar-for-bar. Want me to code your core signal in both Python and Pine as a small free sample first? You can drop it on a Nifty chart and confirm parity before committing to the full build.

@Jayalakshmikoru4

Hello, I can develop both the Pine Script and Python versions of your trend-following scalping strategy with MA crossover, VWAP confirmation, ATR-based risk management, position sizing, and modular architecture for future broker API integration (Zerodha, FYERS, Angel One). ✔ Pine Script for TradingView backtesting ✔ Python strategy engine with reusable functions ✔ Signal matching validation between Pine & Python ✔ Risk management and position sizing modules ✔ Clean documentation and sample backtest report ✔ Well-commented, production-ready code I have experience with algorithmic trading, backtesting, and Python automation, and can deliver a reliable, extensible solution within the specified timeline. Looking forward to discussing the strategy parameters in detail. Regards, Jaya Lakshmi