Python Trading Bot Developer – L2 Order Book + Fast order execution + Live Dynamic Trailing (Dhan Broker)

@Microlent

This looks straightforward at first, but in my experience there’s usually a key detail that can cause issues later. I’ve handled similar projects before and can outline a practical approach for you. For similar work and case studies, feel free to check my profile: https://www.freelancer.com/u/Microlent Let me know if you I'd like me to walk you through the plan. – Rajesh Rolen

@quan9824

As a veteran Full-Stack Developer with a proven track record of developing unswerving trading systems including trading bots, I am confident in my ability to create the algorithmic trading bot you need. As an additional advantage, I have specifically worked with Dhan API and WebSocket, enabling me to seamlessly connect with Dhan Broker for real-time market data. This proficiency is supplemented by my in-depth knowledge in handling real-time L2 data, order flow concepts, and importantly how to calculate the Stacked Imbalance all critical skills required for this project. My experience spans across other noteworthy areas such as fast order execution and live dynamic trailing which are also highlighted in your project requirements. My undeniable strength lies in being a quick adapter and innovation-driven allowing me to offer tailor-made solutions for specialized projects just like yours. What distinguishes me from other freelancers is my full-stack versatility and knack for performance optimization ensuring that not only do you get a fully functional and efficient trading bot, but one that also adheres to industry best practices and follows stringent code quality standards. Hiring me means setting yourself up for success right from the start cutting out communication barrier, ensuring smooth work flow, quick modifications and a committed partner on your project.

@maxscender

I can help you. To ensure zero-lag execution, I will use an asynchronous architecture (asyncio) to decouple the Dhan L2 WebSocket stream from the order management logic. I will implement the Stacked Imbalance by calculating volume ratios across multiple price levels in the DOM, identifying zones where bid/ask pressure exceeds your defined threshold. Buyer/Seller aggression will be derived by cross-referencing real-time trade prints against the prevailing spread. For the dynamic trailing, I will use a high-frequency event loop that monitors LTP and adjusts stop-loss triggers instantly, ensuring the trailing logic remains responsive during high-volatility spikes.

@Shrutibimpl

Hello There, As per my understanding you want a high speed Python trading bot integrated with the Dhan API to execute strategies based on real time L2 Market Depth and Order Flow dynamics. I have hands on experience building low latency algorithmic systems and processing high frequency WebSocket feeds for Stacked Imbalance and aggression ratio analysis. I will deliver a precise execution engine that translates complex DOM data into actionable trades without manual lag. You will get a system that identifies high conviction aggression levels and manages your risk automatically through live dynamic trailing, giving you the peace of mind that your strategy is being executed with institutional grade accuracy. This setup ensures you can capitalize on micro order imbalances while protecting your capital through automated, rule based exits. I will architect the bot using the DhanHQ Python SDK and WebSockets for real time L2 data streaming. I will implement a vectorized calculation layer to compute the Buyer and Seller aggression ratios and identify Stacked Imbalances across the price ladder in milliseconds. The execution module will feature a multi threaded design to handle order placement and dynamic trailing stop loss logic simultaneously, ensuring your trades are managed in real time as market depth shifts. Best regards, Bharat Joshi

@prashanpatel557

Hello, I can build a high-performance Python trading bot for Dhan API that processes real-time L2 order book data, calculates buyer/seller aggression, detects stacked imbalances, and executes orders with dynamic trailing stops. I have extensive experience developing low-latency algorithmic trading systems, WebSocket-based market data engines, order flow analytics, and broker API integrations. Core Features: • Real-time Dhan WebSocket integration • Full Level-2 (DOM) market depth processing • Buyer Aggression / Seller Aggression Ratio calculations • Stacked Imbalance detection logic • Fast order placement and modification • Live dynamic trailing stop management • Risk controls, logging, and reconnect handling Suggested Architecture: • Python asyncio + WebSockets • Modular signal engine • SQLite/PostgreSQL for logs • VPS-ready deployment for unattended execution Deliverables: • Complete Python source code • Configurable strategy and risk parameters • Setup and deployment guide • Live/demo testing session Timeline: 7–14 days, depending on strategy complexity Budget: ₹25,000 – ₹37,500 Please share your exact entry/exit rules, preferred instruments, and how you want the trailing stop to adjust so I can provide a precise implementation plan.

@MqlcoderHub

Hi there, this is exactly the kind of low-latency order-flow trading system I’ve worked on before, especially Python bots using WebSocket market depth, DOM analysis, and aggressive execution logic. I can build a real-time Dhan trading bot with Buyer/Seller Aggression calculations, stacked imbalance detection from L2 data, and dynamic trailing execution optimized for fast market conditions. Quick questions: • Will the bot trade equities, futures, or options? • Do you already have precise imbalance thresholds/rules or should I help optimize them?

@abhishek060

Hi, I can help you build a real-time algorithmic trading bot using Python + Dhan API with fast execution and proper order flow handling. I’m experienced with: • Dhan API & WebSocket integration • Real-time market depth (L2/DOM) processing • Buyer/Seller aggression calculations • Stacked imbalance and order flow concepts • Dynamic trailing stop logic and risk management • Low-latency Python-based trading systems I can help ensure stable real-time data handling, fast order execution, and clean trading logic implementation while keeping the system scalable and reliable. A few quick questions: • Will this bot trade options, equities, or futures? • Do you already have the trading logic documented or will we define parts of it together? • Should the bot be fully automated or include manual confirmation controls? I have 7+ years of development experience and can share relevant automation/trading-related work in chat if needed. Ready to start immediately once we finalize the scope and workflow.

@Jennycreation

As an experienced and dedicated Python developer with over 15 years of comprehensive experience, I am confident in my ability to deliver exceptional results on your project. Over the course of my career, I have honed my skills in API integration, financial markets, Python development, and software architecture. With a deep understanding of risk management and trading strategies, I am well-suited to leverage Dhan Broker's API for real-time market data and design a robust algorithmic trading bot that utilizes level 2 order book data to calculate critical trading ratios such as buyer/seller aggression and stacked imbalance. Moreover, I have a great deal of experience with fast order execution and live dynamic trailing - two key requirements you've highlighted for this project. My expertise extends beyond just theory; having successfully built stock trading software before gives me an edge in delivering tangible and practical solutions tailored to your specific needs.

@kingxanda

Hey, Thanks for your post. I'v read your description carefully. I have relevant experience I can help. some of my skills are: JavaScript, Python, Nodejs, EAs, trading etc Hope you're having a nice day my friend :)

@Algokage

Hello, I can efficiently deliver a real-time algorithmic trading bot using Dhan Broker API as per your requirements, connecting with Dhan API for market data, calculating Buyer and Seller Aggression Ratio, using L2 data to calculate Stacked Imbalance, and implementing fast order execution and live dynamic trailing. I will approach this by leveraging my experience with Dhan API, WebSocket, and order flow concepts to meet your needs. I have 5+ years of experience in Python development. If you need to see samples of similar projects or discuss the requirements further, send me a message. Thanks, Adegoke. M

@fatimamahsud1

Hello, I’m a Python developer with experience working on real-time systems, API integrations, and data-driven automation. I can build a low-latency trading bot integrated with the Dhan API and WebSocket feeds, including handling real-time L2/DOM market depth data, buyer/seller aggression calculations, stacked imbalance detection, and dynamic trailing execution logic. I understand the importance of execution speed, stable architecture, and risk management in trading systems, and I can structure the bot with modular, production-ready code for future strategy updates and scaling. Once we discuss the detailed trading logic and requirements, I can provide a clear development plan, estimated timeline, and milestone-based delivery approach.

@joshlui

<<<✔Consider it DONE✔>>> YO! I understand your project and I'm eager to help. As an AI expert with a deep understanding of data analysis, software architecture, and especially Python, I'm uniquely qualified to develop your real-time algorithmic trading bot using the Dhan Broker API. My experience in working with APIs and handling real-time market data positions me strongly for this project, as I'll be able to seamlessly connect your bot with Dhan's API for quick and accurate market updates. In addition, my familiarity with L2 data (DOM) and my ability to efficiently calculate Stacked Imbalance will set your trading bot apart from the competition. I believe strongly in incorporating risk management components into algorithms, and I can assure you that this principle will remain uppermost in my mind throughout the development process. Finally, let's talk about speed. Given the ever-fluctuating nature of the financial market, a fast executing trading bot is essential for success. My skills in creating high-performance systems combined with a robust knowledge of order flow concepts such as Buyer/Seller aggression will enable us to create an efficient and proficient bot for you. Let's build a cutting-edge tool that meets all your expectations. Looking forward to being part of your project! You will surely be impressed by my work! Not sure what the next step is? I offer free and professional consultation -- I'm just a text away. All the very best, Josh

@Sahyadri96

From Pune 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

@serviceaxisgroup

Hi, I can help with a real-time Python trading bot that uses Dhan Broker WebSockets, L2 order book (DOM) signals, and live dynamic trailing for fast execution. I would start by wiring the Dhan API/WebSocket data feed, then implement Buyer/Seller aggression ratio and stacked imbalance from L2, and finally integrate execution + trailing with clear configuration. To reduce risk, I’ll add paper-trading mode, strict position limits, and detailed logging so every decision is reviewable. Which market(s) and symbols do you want to trade, and should trailing trigger off price move, order-book imbalance, or both? Once you confirm, we can align on logic and timeline and begin immediately.

@hockfx

You need an experienced Python developer to create a real-time algorithmic trading bot using the Dhan Broker API. This bot should connect to the Dhan API for real-time market data, calculate Buyer and Seller Aggression Ratios, utilize L2 data for Stacked Imbalance calculations, ensure fast order execution, and implement live dynamic trailing features. Here is exactly what I would build: - Integration with Dhan API for real-time market data - Calculation of Buyer Aggression and Seller Aggression Ratios - Use of L2 data (DOM) for Stacked Imbalance - Implementation of fast order execution - Development of live dynamic trailing logic. Timeline: 2 days. Price: 18505 INR. What specific trading logic do you envision for the bot's operation?

@mussaibb7

I'll leverage my expertise in Python and software architecture to deliver a high-quality algorithmic trading bot with L2 order book, fast order execution, and live dynamic trailing for the Dhan Broker platform. My primary strength lies in developing scalable and reproducible systems, as demonstrated by my successful deployment of a multi-client ML inference API with sub-200ms latency on production-grade cloud infrastructure. To ensure a strong foundation for this build, I'll prioritize feature engineering, validation strategy, and model tuning. This involves crafting a well-structured data analysis pipeline, selecting the most suitable financial APIs, and fine-tuning the model to minimize risk. By adopting a reproducible training approach, we'll ensure seamless collaboration and experiment discipline throughout the project. To confirm the deployment target, API boundaries, and whether this is a greenfield or existing service, I'd like to clarify these details to ensure a tailored execution plan. Here's a concise execution plan: I'll collaborate closely with you to establish a reproducible notebook or scripts, training and validation flow, and metrics summary.

@jagratip3

Hello, I’m an experienced Python developer with a strong background in real-time algorithmic trading systems, WebSocket market feeds, and order-flow based execution logic. I can help you build a low-latency trading bot integrated with the Dhan API, including real-time market data processing, fast execution, and dynamic trade management. My relevant experience includes: * Python-based algo trading systems * WebSocket integration for real-time tick/L2 data * Market depth (DOM) processing * Buyer/Seller Aggression calculations * Stacked Imbalance and order-flow analytics * Dynamic trailing stop logic * Risk management and position control * Multi-threaded / async architecture for low latency I understand how to: * Calculate aggressive buying/selling using bid-ask execution flow * Analyze Level 2 liquidity and stacked imbalance zones * Build efficient event-driven systems for rapid order execution * Maintain stable live trading performance with proper logging and fail-safes The bot can be designed with: * Modular strategy architecture * Real-time dashboard/logging * Risk controls and trade limits * Auto-reconnect WebSocket handling * Optimized execution flow I’m comfortable working under confidentiality and can support both development and live deployment phases. Thanks!

@kibetk6

As an experienced software engineer and full stack developer, I believe my breadth of expertise is well-suited to your project's requirements. For the past two years, I have been extensively involved in financial technology projects, including algorithmic trading systems. In fact, much of my work has focused on Python-based trading bots similar to the one you need. My proficiency with Python and strong experience with Dhan API and WebSockets will enable me to build a solid foundation for your real-time algorithmic trading bot. My familiarity with market depth handling using L2 data and understanding of order flow concepts such as Buyer/Seller aggression and Stacked Imbalance aligns seamlessly with your project demands. Fast order execution and live dynamic trailing, core needs for your trading system, are areas where I excel. Notably, I possess a deep understanding of risk management strategies and trailing logic which are essential for effective trading algorithms. Moreover, my dedication to time management ensures I adhere strictly to timelines and budget outlines agreed upon. Let’s discuss your complete trading logic and all detailed requirements so that we can move forward on building a high-performing and profitable trading bot tailored specifically for your needs using Dhan Broker API . I am genuinely excited about this opportunity and look forward to collaborating with you closely on this important project.

@gurpreets058

As an experienced Python developer with a strong background in API integrations and market data analysis, I am well-equipped to help you build a state-of-the-art algorithmic trading bot using the Dhan Broker API. What sets me apart is my deep understanding of order flow concepts such as Buyer/Seller aggression and Stacked Imbalance, which are critical for realizing accurate trade predictions. Having worked extensively in real-time L2 / Market Depth handling, processing high-frequency data and ensuring fast order execution comes naturally to me. My profound knowledge of Python, risk management, and trailing logic further enhances my compatibility with your job description. And it’s not just about delivering the project; I value long-term relationships and will be there for any support or upgrade you may need. Incorporated in New Delhi, GSINFOTECHH OPC Pvt. Ltd,, We are committed to delivering secure, scalable and high-performance solutions for businesses. Our track record in Mobile App Development (Android & iOS), Desktop Software Development (C#, Java, .NET), Custom Software & Web Application Development, and other services you name it has yielded successful outputs across several industries. Aligning your project with our expertise will yield trustworthy and innovative solutions that will give you an edge in the industry. Don't hold back from reaching out; let our partnership transform your project into a remarkable success.