𝐓𝐫𝐚𝐝𝐢𝐧𝐠 𝐁𝐨𝐭 & 𝐒𝐨𝐟𝐭𝐰𝐚𝐫𝐞 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐞𝐫 | 𝐏𝐢𝐧𝐞 𝐒𝐜𝐫𝐢𝐩𝐭, 𝐌𝐓𝟒/𝐌𝐓𝟓, 𝐍𝐢𝐧𝐣𝐚𝐓𝐫𝐚𝐝𝐞𝐫, 𝐂#, 𝐏𝐲𝐭𝐡𝐨𝐧 Got a profitable trading strategy but need it automated into a bot or indicator that runs 24/7 without emotions or mistakes? That’s exactly what I build. I develop custom trading systems, indicators, and automation tools for Forex, Crypto, Indices, and Stocks, turning trading ideas into stable and reliable software. With 8+ years in trading technology, I build automation for MetaTrader, TradingView, and NinjaTrader, plus broker API integrations (IBKR, TastyTrade, Kalshi, and custom platforms), ML enhanced signal systems, and Python solutions for individual traders, prop firms, and signal providers. ✅ 𝐖𝐡𝐚𝐭 𝐈 𝐂𝐚𝐧 𝐁𝐮𝐢𝐥𝐝 𝐅𝐨𝐫 𝐘𝐨𝐮 𝐌𝐓𝟒 / 𝐌𝐓𝟓 𝐄𝐱𝐩𝐞𝐫𝐭 𝐀𝐝𝐯𝐢𝐬𝐨𝐫𝐬 (𝐄𝐀𝐬) & 𝐂𝐮𝐬𝐭𝐨𝐦 𝐈𝐧𝐝𝐢𝐜𝐚𝐭𝐨𝐫𝐬 • Fully automated strategies based on your exact rules • Trade management: BE, partials, scaling in/out, trailing logic • Risk management by lot size, % balance, equity, or max daily loss 𝐓𝐫𝐚𝐝𝐢𝐧𝐠𝐕𝐢𝐞𝐰 𝐏𝐢𝐧𝐞 𝐒𝐜𝐫𝐢𝐩𝐭 𝐈𝐧𝐝𝐢𝐜𝐚𝐭𝐨𝐫𝐬 & 𝐒𝐭𝐫𝐚𝐭𝐞𝐠𝐢𝐞𝐬 (𝐯𝟓/𝐯𝟔 𝐬𝐭𝐲𝐥𝐞) • Custom signal indicators (trend, SMC, Wyckoff, ICT, VSA, liquidity) • Strategy backtesting with entries, SL/TP, and performance stats • Alerts for TradingView (webhook, email, app alerts) 𝐂𝐫𝐲𝐩𝐭𝐨 & 𝐀𝐏𝐈-𝐁𝐚𝐬𝐞𝐝 𝐓𝐫𝐚𝐝𝐢𝐧𝐠 𝐁𝐨𝐭𝐬 • Python bots for Binance, Bybit and other exchanges • REST / WebSocket integration for live order execution • Spot and futures, grid bots, DCA bots, custom logic bots 𝐁𝐫𝐨𝐤𝐞𝐫 & 𝐏𝐥𝐚𝐭𝐟𝐨𝐫𝐦 𝐀𝐏𝐈 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧𝐬 • Interactive Brokers (IBKR): automated execution, portfolio tracking, live dashboards • TastyTrade, Sterling Trader, ThinkorSwim: options and equities strategy automation • Kalshi and Polymarket: prediction market trading bots with custom logic • Custom platforms and proprietary broker APIs: REST, WebSocket, FIX protocol integrations 𝐍𝐢𝐧𝐣𝐚𝐓𝐫𝐚𝐝𝐞𝐫 & 𝐃𝐞𝐬𝐤𝐭𝐨𝐩 𝐓𝐫𝐚𝐝𝐢𝐧𝐠 𝐓𝐨𝐨𝐥𝐬 • NinjaTrader 8 indicators and strategies • Orderflow, footprint, and custom signal modules • Windows desktop tools in C# / .NET for analysis and automation 𝐌𝐋-𝐄𝐧𝐡𝐚𝐧𝐜𝐞𝐝 & 𝐀𝐈-𝐃𝐫𝐢𝐯𝐞𝐧 𝐓𝐫𝐚𝐝𝐢𝐧𝐠 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 • ONNX model integration into live MT5 / NinjaTrader strategies (XGBoost, neural nets, custom classifiers) • Python ↔ C# / MT5 bridges for real-time ML signal pipelines (TCP sockets, named pipes, file-based exchange) • LLM-assisted confirmation layers for high-conviction setups (OpenAI / Claude API integration) • Feature engineering and training pipelines for your historical data, with deployment-ready inference code 𝐑𝐢𝐬𝐤, 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬 & 𝐃𝐚𝐬𝐡𝐛𝐨𝐚𝐫𝐝𝐬 • Trade log analyzers and performance tracking • Equity curve / drawdown dashboards • Telegram / Discord / Email alert integrations 🧠 𝐖𝐡𝐲 𝐓𝐫𝐚𝐝𝐞𝐫𝐬 𝐖𝐨𝐫𝐤 𝐖𝐢𝐭𝐡 𝐌𝐞 I understand both trading and coding I speak your language: entries, SL/TP, RR, ICT concepts, liquidity, sessions, SMC, etc. I don’t “approximate” logic; I implement your rules exactly as you define them. 𝐄𝐱𝐚𝐜𝐭 𝐋𝐨𝐠𝐢𝐜, 𝐍𝐨 𝐆𝐮𝐞𝐬𝐬𝐰𝐨𝐫𝐤 I follow your strategy step-by-step and document how every rule is coded. If something is unclear, I ask before implementing so behaviour is 100% expected. 𝐂𝐥𝐞𝐚𝐧, 𝐎𝐩𝐭𝐢𝐦𝐢𝐳𝐞𝐝, 𝐚𝐧𝐝 𝐓𝐞𝐬𝐭𝐞𝐝 𝐂𝐨𝐝𝐞 All projects are structured, readable, and tested on historical and/or live data (as allowed by the platform) before delivery. 𝐋𝐨𝐧𝐠-𝐓𝐞𝐫𝐦 𝐂𝐨𝐥𝐥𝐚𝐛𝐨𝐫𝐚𝐭𝐢𝐨𝐧 I’m available for maintenance, updates, improvements, and scaling from v1 MVP to fully refined production systems. 🔧 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 & 𝐏𝐥𝐚𝐭𝐟𝐨𝐫𝐦𝐬 Languages: MQL4, MQL5, Pine Script, Python, C#, .NET Trading Platforms: MetaTrader 4/5, TradingView, NinjaTrader 8, Sterling Trader, ThinkorSwim Broker & Exchange APIs: Interactive Brokers (IBKR), TastyTrade, Binance, Bybit, Kalshi, Polymarket ML & AI: ONNX Runtime, XGBoost, scikit-learn, OpenAI API, Claude API Integration: REST, WebSocket, FIX protocol, JSON, webhooks, Telegram/Discord bots, desktop utilities 🚀𝐋𝐞𝐭’𝐬 𝐭𝐮𝐫𝐧 𝐲𝐨𝐮𝐫 𝐭𝐫𝐚𝐝𝐢𝐧𝐠 𝐢𝐝𝐞𝐚 𝐢𝐧𝐭𝐨 𝐚 𝐟𝐮𝐥𝐥𝐲 𝐰𝐨𝐫𝐤𝐢𝐧𝐠 𝐛𝐨𝐭, 𝐢𝐧𝐝𝐢𝐜𝐚𝐭𝐨𝐫, 𝐨𝐫 𝐬𝐭𝐫𝐚𝐭𝐞𝐠𝐲. Share your rules (even if they’re in plain English or screenshots), and I’ll help you convert them into a reliable trading system that runs exactly as you intend.

Here is a customized, highly competitive profile description designed to make you stand out. To give clients absolute confidence, this version emphasizes your unique edge: you aren't just a coder; you are an active, high-volume live trader with formal academic expertise in AI. This immediately elevates you above standard developers. 𝐀𝐥𝐠𝐨𝐫𝐢𝐭𝐡𝐦𝐢𝐜 𝐓𝐫𝐚𝐝𝐢𝐧𝐠 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐞𝐫 & 𝐀𝐈 𝐒𝐩𝐞𝐜𝐢𝐚𝐥𝐢𝐬𝐭 | 𝐌𝐐𝐋𝟒/𝟓, 𝐏𝐲𝐭𝐡𝐨𝐧, 𝐍𝐢𝐧𝐣𝐚𝐓𝐫𝐚𝐝𝐞𝐫 𝟖 You don’t just need a coder—you need a developer who actually understands the markets. Combining a Master’s degree in Artificial Intelligence with over 7 years of dedicated experience in trading technology, I specialize in transforming complex trading strategies into robust, emotionless automated systems. I build institutional-grade Expert Advisors (EAs), custom trading bridges, and AI-driven workflows for MetaTrader, NinjaTrader, and TradingView. Because I actively trade live markets, I know that execution speed, slippage, margin requirements, and precise logic are the difference between a winning backtest and a blown account. ✅ 𝐖𝐡𝐚𝐭 𝐈 𝐂𝐚𝐧 𝐁𝐮𝐢𝐥𝐝 𝐅𝐨𝐫 𝐘𝐨𝐮 𝐌𝐓𝟒 / 𝐌𝐓𝟓 𝐄𝐱𝐩𝐞𝐫𝐭 𝐀𝐝𝐯𝐢𝐬𝐨𝐫𝐬 (𝐄𝐀𝐬) & 𝐂𝐮𝐬𝐭𝐨𝐦 𝐈𝐧𝐝𝐢𝐜𝐚𝐭𝐨𝐫𝐬 - Fully automated strategies translating your exact entry, exit, and risk models. - Advanced trade management: dynamic lot sizing, partial take-profits, breakeven triggers, and trailing stops. - Specialized coding for Smart Money Concepts (SMC), Supply and Demand zones, and liquidity sweeps. 𝐍𝐢𝐧𝐣𝐚𝐓𝐫𝐚𝐝𝐞𝐫 𝟖 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 - Custom C# automated strategies and indicators for NT8. - Precision execution logic for futures and equities traders. 𝐂𝐮𝐬𝐭𝐨𝐦 𝐏𝐲𝐭𝐡𝐨𝐧 𝐒𝐨𝐟𝐭𝐰𝐚𝐫𝐞 & 𝐀𝐏𝐈 𝐒𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬 Tailored standalone Python applications for automated data scraping, strategy screening, and portfolio analysis. - Advanced exchange integrations (Binance, Bybit, Coinbase) and traditional broker APIs (Interactive Brokers, TastyTrade, ThinkorSwim). - High-frequency REST/WebSocket data streams for real-time order execution and minimal latency. - Custom GUI applications (Tkinter, PyQt) allowing you to manage, monitor, and tweak your live trading bots easily. 𝐂𝐮𝐬𝐭𝐨𝐦 𝐓𝐫𝐚𝐝𝐢𝐧𝐠 𝐁𝐫𝐢𝐝𝐠𝐞𝐬 & 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 - Custom Python Bridges connecting TradingView alerts directly to MT5/MT4 execution. - Automated webhook and signal processing to bypass premium subscription limitations. - Seamless, low-latency execution pipelines between analytical platforms and your broker. 𝐀𝐈 & 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐓𝐫𝐚𝐝𝐢𝐧𝐠 𝐖𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬 - Integration of LLMs (DeepSeek, OpenAI) for automated code compilation, fixing, and strategy generation. - AI-assisted confirmation layers for high-probability trade setups. - Advanced data analysis and algorithmic model structuring utilizing Python. 🧠 𝐖𝐡𝐲 𝐓𝐫𝐚𝐝𝐞𝐫𝐬 𝐂𝐡𝐨𝐨𝐬𝐞 𝐓𝐨 𝐖𝐨𝐫𝐤 𝐖𝐢𝐭𝐡 𝐌𝐞 I Am a Live Trader I don’t just write syntax; I trade high-volume accounts on volatile instruments like NAS100, US30, and XAUUSD. I understand the realities of live market conditions, margin constraints, and high-lot execution. Academic & Practical AI Expertise With a Master’s in Artificial Intelligence, I bring a rigorous, data-driven approach to algorithmic development that standard developers cannot match. Fluency in Advanced Market Concepts You won't have to spend hours explaining basic trading concepts to me. I speak your language perfectly—whether it's Wyckoff, ICT, SMC, Order Blocks, Fair Value Gaps, or complex risk-to-reward profiling. Exacting Standards I engineer reliable software. I will clarify your rules, map out the logic, and ensure the final product executes exactly as you intended. No guesswork, no "close enough" approximations. 🔧 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 & 𝐏𝐥𝐚𝐭𝐟𝐨𝐫𝐦𝐬 Languages: MQL4, MQL5, Python, C# Platforms: MetaTrader 4, MetaTrader 5, NinjaTrader 8, TradingView, Sterling Trader, ThinkorSwim Broker & Exchange APIs: Interactive Brokers (IBKR), Binance, Bybit, Kalshi, Polymarket ML & AI: Deepseek API, OpenAI API, Claude API, scikit-learn Integration: REST, WebSocket, FIX protocol, JSON, webhooks, Telegram/Discord bots, desktop utilities Specialties: Custom Trading Solutions, Python Bridges, Webhooks, API Integration, Agentic AI Workflows (DeepSeek/LLMs), Smart Money Concepts (SMC) 🚀 𝐋𝐞𝐭’𝐬 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐞 𝐲𝐨𝐮𝐫 𝐞𝐝𝐠𝐞. Send me a message with your strategy rules, indicators, or pain points, and let's build a reliable, high-performance system that trades exactly the way you do.

I'm a Professional FX Developer. I develop trading algorithms using languages that best suited to you the client. Languages like pinescript for Trading View, MQL4 for MetaTrader4, MQL5 for MetaTrader 5, Ninjascript for Ninjatrader, Easy language for Tradestation and others. With the languages above, I can create: - Expert Advisors (EAs, robots) for completely automated trading. - EAs for analysing charts and getting informations from the market. - Custom Indicators - Scripts Best level of project visualization with Python and its enviroment tools. More than this, I can completely analyze your strategy then optimize it in order to maximize the profits.

Stop wrestling with manual trading and risking massive losses. As a specialist Forex EA & Trading Bot Developer, I engineer automated trading solutions that bring ease, precision, and capital protection to your trading strategy. Who I Help & The Problems I Solve: I partner with Forex traders, investors, and prop firms who want to: Automate their trading strategies to trade 24/7 without emotional interference. Simplify complex trading rules into executable, reliable algorithms. Minimize costly errors and prevent significant financial losses through robust risk management and precise coding. Maximize trading efficiency and free up their valuable time. My Core Expertise & Services: Leveraging deep knowledge of MQL4, MQL5, and Pine Script, I deliver bespoke solutions including: Custom Expert Advisors (EAs): Develop fully automated trading systems for MT4 and MT5 that execute your unique strategies flawlessly. Advanced Trading Indicators: Create custom indicators for MT4, MT5, and TradingView (Pine Script) to provide clearer signals and enhance market analysis. Trading Strategy Automation: Transform your manual trading strategies into robust, backtested, and live-ready trading bots. Risk Management Systems: Integrate sophisticated money management, stop-loss, take-profit, and volatility protection features to safeguard your capital. Scripting & Utilities: Develop utility scripts for tasks like order management, batch operations, and data analysis. Why Choose Me? Benefit-Driven Development: My focus is always on delivering tangible results for you – easier trading execution and significant loss prevention. Expertise in Key Platforms: Proficient in MetaTrader 4 (MT4), MetaTrader 5 (MT5), and TradingView's Pine Script, ensuring compatibility and optimal performance. Commitment to Quality: I deliver clean, well-commented, and thoroughly tested code to ensure reliability and prevent costly bugs. Proactive Risk Management: Every solution is built with capital preservation as a top priority. Clear Communication: You'll receive regular updates and have a direct line of communication throughout the project. Forex EA Developer Trading Bot Developer MT4 EA MT5 EA MQL4 Programmer MQL5 Programmer Pine Script Developer TradingView Indicator Algorithmic Trading Automated Trading Forex Automation Custom Trading Strategy Risk Management Money Management Scalping EA Day Trading Bot Swing Trading Bot Backtesting Expert Prop Firm EA Ready to Elevate Your Trading? Let's discuss how my specialized skills can help you trade more easily and protect your capital from large losses. Send me a message today, and let's build your next successful automated trading system!

I build production-grade AI systems and intelligent automation engines — from LLM fine-tuning and RAG pipelines to large-scale scraping infrastructures and algorithmic trading systems. With 20+ years of full-stack engineering experience, I help startups and enterprises turn complex ideas into scalable, reliable, and revenue-generating products. I lead a senior team at AristoMax focused on shipping high-performance systems with deep ownership and zero fluff. What We Build ------------------ * AI & LLM Systems * LLM fine-tuning, prompt engineering, and RAG pipelines * Vector databases, knowledge retrieval systems * Production-ready AI chatbots & conversational tools * Omni-channel inboxes, AI chat platforms, metronome & intelligent workflow systems OCR & Document Intelligence ------------------------------------ * Large-scale OCR pipelines (Tesseract + custom processing) * PDF/Image data extraction and automation workflows Large-Scale Web Scraping & Data Engineering -------------------------------------------------------- * Built and automated scraping engines processing 800K+ web pages * Weekly scalable automation pipelines * Python, Scrapy, Selenium, Playwright, distributed scraping architecture Algorithmic Trading & Strategy Engineering ---------------------------------------------------- * 30+ trading strategies and execution gates implemented * NinjaTrader, MetaTrader 5 (MQL5), TradingView (Pine Script), C#, Python * Robust backtesting, execution control, and performance optimization GenAI & SaaS Product Development -------------------------------------------- * From idea to MVP to production * React, Node.js, Golang, Python architectures * API integrations, voice AI (VAPI, ElevenLabs, Retell, Bland.ai) Why Clients Choose Us ---------------------------- * 10-member senior engineering team (5–15 years experience each) * Proven experience with high-volume data systems and trading automation * Clean, production-ready code with documentation * Strong architectural thinking — not just task execution * Trusted by founders and technical teams globally We don’t just build features — we build systems that scale, trade, analyze, and automate reliably in production. If you're looking for a serious engineering partner for AI, trading automation, or data-heavy systems — let’s talk.

👋 Hey there! 🎯 If you're on the hunt for THE Master Developer in the world of Algo Trading And Trading Platforms, look no further. I bring over 5 years of deep-rooted experience in: ✅ Pinescript. ✅ MT4/MT5. ✅ TradeStation. ✅ NinjaTrader. ✅ Ctrader. ✅ MultiCharts. ✅ Python/R. ❗ But that's not all 📜I'm an IFTA associate, which is one of the most prestigious Institutional Trading Federations. 🛠️My work philosophy is: SPEED, EFFICIENCY, and COMMUNICATION EXCELLENCE. 📈 What truly sets me apart is my ability to provide precisely tailored trading solutions for a myriad of needs. 💡 Now, let's explore the horizons of my vocation. 💡 ⭐ Sophisticathed Algo Trading Strategies ⭐ ⭐ Algo Trading Custom Indicators ⭐ ⭐ Essential Algo Trading Backend Tools ⭐ 💬 And It goes beyond that. 🏆 I craft Trading Strategies that mirror your Unique Trading approaches, each with its distinct Exit And Exit Signals, Money/Trade Management Framework and Advanced Risk Techniques. 📊 I build Trading Indicators that can explore any statistical and analytic concepts, and honing in on any possible various Trading Theory. ⭐🌟⭐ Some Examples: ⭐🌟⭐ ✅ Complete Indicator/Strategy Development. ✅ Single/Multi Symbol EAs Development. ✅ Your Unique and Customizable Entry/Exit Signals. ✅ Tailored Risk/Trade Management Frameworks. ✅ Live Trades Execution And Backtesting capability. ✅ Overlay/Merge Multiple Indicators/Strategies. ✅ Multi-timeframe analysis. ✅ Amazing Visual UX for the tools. ⭐🌟⭐ And many more... (NOTEBOOK AT THE BOTTOM) ⭐🌟⭐ 🚀🚀 ELEVATE your Algo Trading journey with precision, automation and achievements 🚀🚀 📈 🚀 My Only GOAL is coding your Trading Vision... 🚀 📈 📈 🚀 ...into a tangible and successful reality! 🚀 📈 ✅✅ --- --- FREE Consultation And Project Design! --- --- ✅✅ 📈📈Partner NOW with one of the Best Algo Trading Developers. 📈📈 📈📈...and Quickly turn your Trading Vision...📈📈 📈📈into a Tailored And Optimized Algo Trading Resource!📈📈 ❗❗❗ Don't wait; Take Action Now and secure Your Spot into shaping your Trading Future Success. ❗❗❗ ⭐🌟⭐ Projects And Features Notebook ⭐🌟⭐ ✅ Tailored/Fine-Tuned SMC (Mkt. Structure/Orderblocks/FVGs/POI Levels). ✅ Automatic Fibonacci Levels calculation. ✅ Volume analysis. ✅ Price action Candle Patterns. ✅ Market Profile Analysis. ✅ Price action Patterns detection (head and shoulders, double tops/bottoms). ✅ Elliott Wave analysis. ✅ Orderbook/Heatmap visualization. ✅ Gann Analysis. ✅ Dynamic Trendlines And S/R Automation. ✅ Optimized Execution Tools (Prop. Platform Bridge (EX. Execute TradingView Alerts on MT5). ✅ Pineconnector/TvToAnywere/Capitalise and Any 3rd Party Integration. ✅ ALL Order types: market, limit, stop, etc. ✅ Dynamic Alerts. ✅ News filter integration. ✅ Confirmation Filters embedding any logic. ✅ Session based time restrictions. ✅ Breakout/Trend Following/Mean Reverting Strategies. ✅ Grid Trading Strategies. ✅ Machine Learning-driven Strategy Enhancements. ⭐🌟⭐ And Many More... ⭐🌟⭐

AI Agent & Automation Developer | Trading Systems Specialist I build AI agents, workflow automations, and production-ready trading systems that automate real business processes and decision-making. My work combines LLMs, AI agents, APIs, databases, messaging platforms, and custom software to create systems that reduce manual work, improve customer experience, and operate reliably in production environments. Services I provide: • AI Agents (OpenAI, Claude, Gemini, LangChain, CrewAI) • Business Process Automation • WhatsApp, SMS, Email & Chatbot Automation • CRM & Database Integrations • AI Customer Support Agents • Lead Qualification & Sales Automation • Appointment Booking Systems • Trading Bots & Algorithmic Trading Systems • API Development & Third-Party Integrations • Custom Dashboards and Internal Tools I focus on building systems that work in the real world, not just demos. Every solution is designed with reliability, monitoring, error handling, security, and scalability in mind. My background in algorithmic trading has given me extensive experience building complex automated systems where reliability, risk management, and execution quality are critical. I apply the same engineering principles to AI and business automation projects. Clients hire me to: • Build AI agents that perform real tasks • Automate repetitive business operations • Connect disconnected software systems • Develop customer-facing AI assistants • Integrate AI into existing products • Build and maintain trading and fintech solutions You can expect clear communication, production-quality code, transparent development, and practical recommendations focused on business results. If you're looking for AI automation that saves time, increases efficiency, and scales with your business, let's talk.

I help hedge funds, proprietary trading desks, and advanced fintech teams design and build institutional-grade trading and research systems. My focus is not on toy backtests, but on execution-ready, decision-aware infrastructure that operates under real market conditions. I am a senior quantitative developer, algorithmic researcher, and strategy engineer with experience spanning high-frequency trading, systematic alpha research, execution systems, and institutional investment workflows. My work covers the full lifecycle of trading and investment systems, from market microstructure and low-latency execution, to top-down research frameworks that connect macro regimes, sector dynamics, security selection, and portfolio construction. Beyond implementation, I specialize in formalizing how investment teams think. I translate discretionary research and intuition into structured, explainable, and reproducible decision systems suitable for portfolio managers, investment committees, and client reporting. What I Do in Practice ✔️ Design and build execution-ready trading systems including HFT, statistical arbitrage, and market making ✔️ Architect institutional research frameworks linking macro, sector, security, and portfolio layers ✔️ Build strategy-aware infrastructure that enforces risk, explainability, and confidence calibration ✔️ Integrate machine learning and language models as decision support, not black-box signal generators ✔️ Deliver systems intended for live trading, capital deployment, and institutional scrutiny 💡 Core Expertise A. Trading and Execution Systems ✔️ High-Frequency Trading: microstructure modeling, latency optimization, execution efficiency ✔️ Statistical Arbitrage and Market Making: spread modeling, liquidity provisioning ✔️ Smart Order Routing and Trading Aggregators: multi-venue execution, real-time risk and connectivity B. Institutional Research and Decision Architecture ✔️ Top-down investment framework design across macro, sector, security, and portfolio layers ✔️ Research orchestration, dependency tracking, and explainable decision workflows ✔️ Converting discretionary research into auditable, reusable systems used by portfolio managers C. Quantitative Methods and AI ✔️ AI-augmented research systems using language models for structuring, synthesis, and scenario analysis ✔️ Machine learning for predictive modeling, anomaly detection, and regime analysis ✔️ Robust validation including walk-forward testing, stress testing, and stability analysis D. Crypto and Digital Asset Trading ✔️ CEX and DEX arbitrage, perpetuals, options, and AMMs ✔️ DeFi integrations and smart-contract-aware strategies 💻 Platforms & Infrastructure : Traditional Trading: MetaTrader 4/5 (MQL4/MQL5), NinjaTrader, Sierra Chart, TradingView (Pine Script), QuantConnect, Interactive Brokers, ThinkOrSwim Crypto Trading: Binance, Bybit, BitMEX, OKX, Deribit, dYdX, Uniswap, Sushiswap, GMX Low-Latency & HFT Development: C++, C#, Rust, Python, FPGA-based strategies Infrastructure & Pipelines: Kafka, Redis, TimescaleDB, PostgreSQL, Liquibase, Docker, Kubernetes AI & ML Toolkits: TensorFlow, PyTorch, Scikit-learn, OpenAI API, Pandas 💡 My Approach to Machine Learning and AI in Trading Financial markets are non-stationary, adversarial, and regime-driven. Machine learning and AI can add value, but only when applied with discipline and market awareness. I emphasize: - Alpha and economic logic first, machine learning second - Robust validation through walk-forward analysis and stress testing - Execution-aware design rather than theoretical backtests - AI as a tool for structuring reasoning and research, not for mining noise The same discipline applies to research systems. Strong investment outcomes come from clear assumptions, controlled uncertainty, and explainable logic rather than opaque models. 💬 My Philosophy on Pricing & Partnerships Exceptional value lies not just in technical ability, but in deep market understanding and execution precision. I focus on delivering results-driven systems, not just theoretical models. I welcome long-term collaborations with hedge funds, prop desks, and fintech startups who value strategic edge, not just code.

Dear client, I offer over 12 years of experience as a trading systems developer and retail trader across all asset classes and have exposure to the most popular script languages and platforms. I cover the design, coding and testing of all projects, including backtesting and paramenter optimization. Main interest: developing trading indicators and strategies. (Ninja 7/8, MT4/5, TradingView Pine, etc) and dealing with custom requests for Brokers API connectivity and Order/Risk Management. Proactive and solution oriented, I have also developed a network of experts should a project require more people or new expertise. Advanced programming skills in MQL4, MQL5, Ninja C# , C, C++ , C#, Java, VBA/Excel, SQL, MySQL. Technologies: .Net Framework, Windows, Unix. Platforms: Interactive Brokers, TradeStation, MT, TradingView. Expertise in financial markets, asset valuation, risk management,trading strategies, database connectivity and quantitative analysis. Let me know your ideas and I will do my best to put them into action!

★ When real money is live, you don't just need a coder. You need someone who's actually traded and can build systems that survive live markets. I build and automate trading systems across Forex, Crypto, Stocks, Options, Futures, Kalshi, and Polymarket. ★ I'm the rare both: an active trader (ICT/SMC, XAUUSD) with an engineering background and years shipping systems that run on real capital, not just clean backtests. 𝐖𝐇𝐀𝐓 𝐈 𝐁𝐔𝐈𝐋𝐃: ✔ Trading bots & strategy automation, .Pine Script, MQL5/MQL4, NinjaScript (C#), Python. ✔ Broker & API integration , Interactive Brokers, MT5, NinjaTrader, TradeStation, Rithmic, Kalshi, Polymarket, TradingView Webhooks & Multiplatforms Bridges , REST/WebSocket APIs. ✔ Real-time dashboards & analytics , order flow, CVD, volume profile, VWAP (FastAPI / React). ✔Build AI Agents with dashboard for Trading (Analysis , Risk Management , Execution , Journaling, Perfomance Tracking and trading improvement via ai chatbots). ✔ Multi-account, prop-firm & full system architecture , copy trading, risk controls, scaling one strategy into a complete automated desk. 𝐈 𝐬𝐜𝐨𝐩𝐞 𝐡𝐨𝐧𝐞𝐬𝐭𝐥𝐲. 𝐈𝐟 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐧𝐠 𝐢𝐬𝐧'𝐭 𝐰𝐨𝐫𝐭𝐡 𝐲𝐨𝐮𝐫 𝐦𝐨𝐧𝐞𝐲, 𝐈'𝐥𝐥 𝐭𝐞𝐥𝐥 𝐲𝐨𝐮 𝐛𝐞𝐟𝐨𝐫𝐞 𝐲𝐨𝐮 𝐬𝐩𝐞𝐧𝐝 𝐚 𝐝𝐨𝐥𝐥𝐚𝐫. 📩 𝐒𝐞𝐧𝐝 𝐦𝐞 𝐲𝐨𝐮𝐫 𝐬𝐞𝐭𝐮𝐩 𝐨𝐫 𝐢𝐝𝐞𝐚, 𝐚𝐧𝐝 𝐈'𝐥𝐥 𝐭𝐞𝐥𝐥 𝐲𝐨𝐮 𝐞𝐱𝐚𝐜𝐭𝐥𝐲 𝐡𝐨𝐰 𝐈'𝐝 𝐛𝐮𝐢𝐥𝐝 𝐢𝐭..