I build trading bots and automation systems that connect to exchange and broker APIs: crypto, forex (MT5), and futures (NinjaTrader). If a platform offers an API, I can build on it. Most projects start with a trading strategy. Sometimes it's already coded in Pine Script, sometimes it's just an idea, and the job is turning it into a working bot running live. I've built ATR-based trailing stop systems, multi-coin trading panels, and custom indicator logic, along with the dashboards and alerts (Streamlit, Telegram, Discord) needed to monitor performance once it's running. A number of clients have returned for a second or third project after the first one went live. I take that as the clearest sign the work holds up over time. Outside of trading systems, I also work on: - Backend and API development with Python (FastAPI, Flask) - Web scraping for data not available through an API - Flutter apps when a project needs a mobile front-end Completed Harvard University's computer science course. Glad to review your current strategy or bot setup before we begin. Feel free to share details and I'll give you direct feedback.

I'm a seasoned Python developer specializing in automated trading systems, market data integration, and quantitative finance solutions. With deep expertise across multiple broker APIs and trading platforms, I help traders and funds automate strategies, optimize execution, and scale their operations. Core Expertise: My core expertise includes OpenAI, Gemini, LangChain, LangGraph, Retrieval-Augmented Generation (RAG), n8n automation, AI agents, and workflow orchestration, enabling reliable, scalable, and production-ready AI systems. I have extensive experience with OpenAI, LLMs, embeddings, vector databases (FAISS, Chroma), prompt engineering, and AI evaluation pipelines. Broker Integration: IBKR TWS , Charles Schwab , Tradovate , NautilusTrader , Pine Script, Binance (Spot Futures Coin-M), Bittrex, KuCoin, ToroBase. Asset Classes: Equities, Options, Futures, Commodities, Cryptocurrencies, NFTs Trading Platforms: MT5/MT4, AmiBroker, NinjaTrader integration Market Data: databento, Alpha Vantage, Polygon io, real-time feeds and historical data processing Automation & Bots: Discord data filters, Telegram bots, copy trading systems, OpenSea/Etherscan integration, slack, gmail, telegram integration. What I Deliver: ✓ HFT system with milliseconds based frequency to scan to trade to monitoring. ✓ Automated trading bots with robust risk management ✓ Custom indicators and backtesting frameworks ✓ Multi-exchange arbitrage and market-making systems ✓ Real-time alerting and signal distribution ✓ Portfolio management and execution optimization ✓ Web/desktop copy trading applications Infrastructure & Deployment: Cloud infrastructure: AWS, GCP, Azure DevOps architecture for high-availability trading systems Scalable, low-latency execution pipelines Why Work With Me: I understand that in quantitative trading, reliability and precision are non-negotiable. I deliver production-ready code with proper error handling, logging, and monitoring. Whether you're backtesting a strategy, automating execution, or building a complete trading platform, I ensure your system runs smoothly 24/7. Let's discuss your trading system requirements and build something profitable together.

🚀 Your Forex Automation Partner – Precision-Coded EAs, Indicators & Scripts Struggling with unreliable trading bots or struggling to automate your strategy? Many traders face: With 5+ years of focused expertise in MetaTrader (MT4/MT5), MQL4/MQL5, and TradingView Pine Script, I develop ✅ High-Frequency & Scalping EAs with optimized execution ✅ Custom Indicators (SMC, Order Blocks, Volume Profiles) ✅ Multi-Timeframe & Multi-Currency Scripts ✅ Seamless Broker/API Integrations (cTrader, NinjaTrader, QuantConnect) ✅ Custom Strategy, Indicator or Expert Adviser ✅ Forex Factory News integration. (five major forex news site integration). ✅ TradingView, NinjaTrader Indicators, Strategies Automations. ✅ Trade on Signals:Automate Signals from Telegram or Discord Alerts in MT4/5 Auto-Execute. ✅Telegram/Discord Integration (MT4, MT5, NinjaTrader, Pine Script) Signals. ✅ Smart Copy-Trading & Signal Distribution ✅ ProfitFlip: Inverse Copy-Trading for Losing EAs ✅ Turn underperforming strategies into winning trades by mirroring the opposite on slave accounts. 📈 Let’s Turn Your Trading Edge Into a Profitable Algorithm! 👉 Free Consultation – Discuss your project, get a roadmap, and receive a prototype within 72 hours.

Premium Trading Systems Engineering, Built to a Higher Standard I’m a TradingView Pine Script expert specializing in high-performance, large-scale indicators, strategies, automation pipelines, and market data systems built to hold up under real trading conditions. My work goes beyond surface-level scripting. I build structured trading systems where Pine Script logic, APIs, execution bots, databases, dashboards, alerts, and AI-assisted analysis can work together cleanly. My clients don’t hire me to experiment. They hire me to engineer systems that are organized, reliable, and practical in live markets. What sets me apart: ✓ End-to-End Trading Automation I build complete trading pipelines, from TradingView strategy design and backtesting to bot execution, broker/API integration, and Telegram alert systems for private or public distribution. ✓ Deep Pine Script Mastery I design complex, logic-heavy Pine architectures, including large-scale scripts exceeding 8,000 lines, optimized to stay stable within TradingView’s strict runtime and memory limits. ✓ API and Data System Engineering I build organized multi-layer market databases, custom APIs, data pipelines, dashboards, and validation layers that collect, structure, verify, and serve trading data reliably. ✓ AI Integration With Real Data I integrate AI/LLM workflows with private trading data, APIs, journals, market flows, and analytics systems using controlled access, clear tool boundaries, and evidence-based outputs instead of generic AI responses. ✓ Backend, Web, and Database Development I work with Python, SQL, database design, API architecture, server-side automation, VPS/Linux deployment, PHP websites, dashboards, and data-connected web interfaces. ✓ Precision Engineering Every system is built with attention to execution speed, data quality, runtime efficiency, failure handling, and practical trading use. ✓ Straightforward Consulting I explain technical limits, trade-offs, and expected behavior clearly before deployment, so there are no unrealistic promises or vague assumptions. ✓ Public TradingView Indicators With Real Users I have public TradingView indicators used by thousands of traders on a daily basis, which reflects the reliability, usability, and practical market value of my work. ✓ Proven Track Record My published portfolio reflects the structure, reliability, and professional polish I bring to client work. I take on a limited number of projects at a time so I can maintain quality and communicate directly with every client. If you need someone who understands trading logic, automation, APIs, databases, and AI-backed market intelligence as one connected system, that is exactly what I build. ─────────────────────────────────────────────────────── Expertise: TradingView, Pine Script v6, Pine Script developer, Pine Script coder, TradingView indicator, TradingView strategy, TradingView screener, TradingView alerts, TradingView bot, TradingView automation, TradingView backtesting, multi-timeframe logic, repaint-safe signals, strategy optimization, trade management, risk management, stop loss, take profit, trailing stops, partial exits, TradingView webhook, Telegram bot, broker API, exchange API, trading bot developer, algorithmic trading, algo trading, trading automation, crypto trading, forex trading, stock trading, derivatives trading, Python, SQL, database design, SQLite, PostgreSQL-style architecture, market data pipeline, custom API, OpenAPI, API integration, backend automation, data validation, scheduled fetcher, VPS deployment, Linux server, Nginx, PHP website, trading dashboard, admin panel, HTML, CSS, JavaScript, AI integration, LLM integration, GPT Actions, private data analysis, trading journal analysis, wallet intelligence, market flow analysis, Hyperliquid, Binance, Bybit, broker automation, 3Commas, Finandy, Alertatron, WunderTrading, Cornix, PineConnector, TradersPost, AutoView, Cryptohopper, Altrady, Zignaly, Pine Script to Python, Python to Pine Script, ThinkorSwim to TradingView, NinjaTrader logic adaptation.

😱 𝗟𝗲𝘁’𝘀 𝗷𝘂𝗺𝗽 𝗼𝗻 𝗮 𝑭𝑹𝑬𝑬 𝑪𝑨𝑳𝑳 𝗮𝗻𝗱 𝗱𝗶𝘀𝗰𝘂𝘀𝘀! 😱😱😱😱😱😱😱😱 so you can see my approach before deciding. I build production-ready AI and trading automation systems for clients who need more than a simple script. I am an AI/ML engineer with a Master’s degree in Artificial Intelligence and hands-on experience building trading automation, prediction-market tools, real-time data pipelines, dashboards, and AI-powered analysis systems. I help traders, founders, and technical teams turn trading ideas into working software: from data collection and backtesting to live monitoring, bot execution, alerts, dashboards, and AI-based decision support. My work combines AI/ML engineering, real-time market-data infrastructure, trading bots, dashboards, and deployment. I can help you move from an idea or manual workflow to a working system that collects data, analyzes signals, executes logic, sends alerts, stores results, and runs reliably on a VPS or cloud server. Recent project areas include Kalshi and Polymarket prediction-market systems, Webull bot interfaces, real-time WebSocket feeds, Telegram/Discord trading controls, ClickHouse/Grafana dashboards, Docker deployments, and AI-powered market-analysis pipelines. My recent work includes building and improving systems for Kalshi, Polymarket, Webull, and crypto/prediction-market workflows, including real-time WebSocket data processing, order book monitoring, Telegram/Discord bot interfaces, market-data dashboards, database pipelines, and Docker-based deployment on VPS/cloud infrastructure. What I can help you build Trading bots and automation tools Kalshi, Polymarket, Webull, crypto, and broker/API integrations Real-time market-data pipelines WebSocket order book, ticker, trade, and price-feed processing Backtesting and strategy research tools Telegram/Discord trading bots and alert systems AI-powered market analysis and signal-generation workflows Dashboards for monitoring trades, PnL, token usage, prices, and system health Dockerized deployment, logging, debugging, and VPS/cloud setup Data storage using PostgreSQL, ClickHouse, and related tools AI/ML experience I also have strong experience in deep learning and applied AI, including: PyTorch, TensorFlow, Keras, scikit-learn LLM and AI-analysis pipelines generative models: Audio/music/speech AI systems Computer vision and object detection Data analysis, feature engineering, and model evaluation Python automation and production ML workflows Trading-system experience I have worked on systems involving: Kalshi prediction-market bots Polymarket data monitoring and dashboards Webull bot interfaces Real-time price feeds I focus on practical, production-oriented development: clean Python code, clear communication, reliable deployment, and systems that can be monitored, debugged, and improved over time. I can work on trading infrastructure involving real-time market data, WebSocket feeds, order books, execution workflows, monitoring dashboards, and low-latency automation. For more advanced trading architecture such as HFT-style systems, OMS/EMS design, and institutional execution workflows. If you have a trading idea, AI workflow, automation task, or market-data problem, I can help you turn it into a working system. # Technical stack Python, PyTorch, TensorFlow, scikit-learn, Pandas, NumPy, PostgreSQL, ClickHouse, Grafana, Docker, Linux VPS, WebSockets, REST APIs, Telegram bots, Discord bots, OpenAI API, trading APIs, and AI/ML pipelines. I work best with clients who want clear communication, fast iteration, and practical engineering. I can help with research prototypes, MVPs, production grade bots, dashboards, infrastructure, or debugging existing systems. # Keywords : Algorithmic Trading, Algo Trading, Quant Trading, Quant Developer, Trading Bot, Trading Automation, Trading Strategy, Strategy Development, Backtesting, Live Trading, Paper Trading, HFT, Low Latency, Market Making, Order Book, Level2 Data, Level3 Data, Tick Data, Market Data, Execution Engine, OMS, EMS, DMA, Smart Order Routing, Risk Management, Position Sizing, Portfolio Management, Portfolio Optimization, Signal Generation, Alpha Research, Statistical Arbitrage, Pairs Trading, Mean Reversion, Momentum Trading, Trend Following, Scalping, Arbitrage, Options Trading, Futures Trading, Forex Trading, Crypto Trading, Equities Trading, Prediction Markets, Kalshi, Polymarket, Webull, Interactive Brokers, IBKR, Alpaca, Binance, Coinbase, MetaTrader, MT4, MT5, MQL4, MQL5, TradingView, Pine Script, NinjaTrader, QuantConnect, Lean, NautilusTrader, cTrader, FIX API, Broker API, Exchange API, REST API, WebSocket, Trade Execution, Order Routing, Order Management, Fill Handling, Slippage, Latency Optimization, Market Microstructure, Volatility, Greeks, Delta Hedging, Options Spreads, Credit Spreads, Debit Spreads, Short Premium, Risk Controls, Stop Loss, Take Profit, Trailing Stop, PnL Tracking, Trade Alerts, Telegram Bot, Discord Bot,

• 14+ years of experience • I work on backend, frontend, databases, and Linux server administration • Main stack: .NET (C#) and TypeScript / JavaScript • I build web and multi-platform desktop/mobile applications 📚 Technologies • My main tech stack is .NET (C# or .NET) and TypeScript / JavaScript • For .NET, I work with ASP .NET, Blazor, WPF, Windows Forms, MAUI (formerly Xamarin), Avalonia UI, and more • For TypeScript / JavaScript, I prefer React, but I can also work with Angular, jQuery, or vanilla JS 🗼 Server Administration and DevOps • Familiar with Debian-based Linux distributions like Ubuntu • Able to handle VPS baremetal or Docker-based setups • Able to automate workflows using Bash, Python, GitHub Actions, and similar tools • Experienced with cloud services such as AWS and Azure 📊 Database • Microsoft SQL Server • MySQL / MariaDB • SQLite • PostgreSQL • Microsoft Access 💡 Skills • Strong in algorithm design and analysis • Great ability to solve programming and system trouble • Great at optimizing software performance • Flexible work style • Adaptive team player 📖 Self-Update • I regularly study new technologies to stay up to date. 🕰️ Flexible Availability • Open to collaborate across multiple time zones (US, CA, UK, EU, APAC, etc.) ✅ I’m not a robot. • I’m a real human and a solo freelancer, not an agency 🙌 Let’s Connect! • My name is Ragavan and I’d love to help bring your ideas to life • Feel free to reach out so we can discuss how I can support your project • Not a Vibe Coder, but use AI-Assisted Programming tools to solve problems • Linus Torvalds once said, “Talk is cheap. Show me the code.” So go ahead and check out my GitHub code. 🛠️ Common Tasks and Roles • Known as the Apple / macOS / iPhone guy • Build Windows app with .NET Framework & Windows Forms (WinForms) / Windows Presentation Foundation (WPF) / WinUI / Avalonia UI / MAUI / Xamarin • Build Windows Installer MSI / EXE from existing Windows App by using Wix / WixSharp • Build macOS app with Swift UI or .NET & Avalonia UI / MAUI / Xamarin • Build, sign, and notarize macOS app installer (PKG / DMG / ZIP) • Build web app with ASP .NET & Blazor / React / Angular / Vanilla JavaScript • Deploy and configure existing web apps by using Docker container to VPS / Cloud providers like AWS, Azure, or GCP • Ethical decompile / reverse engineer / source code retrieval / deobfuscation of existing .NET EXE / DLL / MSI or NinjaTrader Trading Indicator / strategy • Automate Windows UI tasks • Web scraping to retrieve online data / PDF / Images / any other files • Expert macOS system and app troubleshooting 🙋‍♂️ What I'm not • I'm not a Vibe Coder. Don't get me wrong, I use AI to build software, but I don't solely rely on it.

I am a Software Engineer specializing in building production-grade tools for major trading platforms. With a background in Engineering and several years of hands-on development, I deliver clean, maintainable and reliable code built around the provided trading logic. My experience so far spans the following platforms and categories: TradingView (Pine Script v6): • Professional indicators covering market structure analysis, pattern recognition, volume analysis, trend detection, and multi-timeframe confluence • Projects include BOS/CHoCH detection systems, Fair Value Gap analysis, engulfing candle validation with FVG filtering, automated channel detection, and consolidation region identification • Anti-repainting architectures, configurable parameters per instrument, and real-time alert systems with webhook support MetaTrader 5 (MQL5): • Expert Advisors spanning candlestick pattern recognition, multi-indicator scalping, breakout strategies, and trade management utilities • Projects include Doji-Engulfing, Double Engulfing, Impulse Pattern, StairStep Reversal, and Three+Doji+1 pattern EAs, as well as Bollinger and Donchian breakout systems, RSI confluence engines, and a professional reverse trade copier with sub-100ms latency • Gold/XAUUSD optimized systems, multi-indicator confluence (EMA/RSI/MACD/Stochastic), and dynamic risk management with ATR-based validation NinjaTrader 8 (NinjaScript / C#): • Futures-focused strategy development with range bar optimization for instruments like ES, NQ, YM, and RTY • Projects include dual moving average trend-following systems with intelligent pullback detection, configurable multi-condition entry logic, and multiple selectable MA types • R-multiple trailing stop management, consecutive loss protection, session-aware trading hours, and walk-forward optimization readiness I approach trading systems as engineering projects: structured architecture, maintainable code, and predictable behavior. If you need a developer who understands both trading logic and software design, I can help turn your idea or strategy into a working, dependable solution.

HELLO! 🤝 I am a proactive Financial Analyst with a strong background in financial modelling, data analysis, and financial statement analysis. I have over 15+ years of experience working in leading investment banks, real estate establishments, and young startups. My roles were financial analyst, equity analyst, business analyst, director, and business consultant for startups. My expertise lies in equity investments, financial statement analysis, business valuations, Investment advisory, and financial modelling. My expertise spans linking financial statements, forecasting, scenario analysis, and valuation, using advanced Excel functions and financial modelling software. In my most recent projects, I have worked with people in financial services, financial management, fintech, real estate development, private equity, startups, and web application development. I HAVE OFFERED THE FOLLOWING SERVICES 📌Software development: Trading applications, copy-trading platforms, trading performance dashboards, lead qualification systems, crm softwares, real estate platforms, real estate financial modelling platform for aquisitions/appraisal/property valuation, debt elimination & financial planning tools, and AI Finance Agents(Trading Bots, Research & Analysis, Investment Recommendations Agent) 📌 Financial Modelling and Analysis: Three-statement models, DCF, merger & consolidation models, scenario & sensitivity analysis, valuation models. Developed SaaS investment models for startups, IT funds, aviation, real estate, hospitality and service models. 📌 Investment Analysis and Advisory: Offered active portfolio management, research and investment advisory to clients on asset allocation, risk management, and investments (in stocks, commodities, forex, cryptos, mutual funds, index funds, exchange traded funds[ETFs], real estate investment trust funds[REITs], options, and futures) 📌 Real Estate Financial Modelling: Created financial models for real estate projects(Single-family units, Multi-family apartments, Condos and Hotel development projects) worth $50 M+. 📌 Stock Valuation: Applying CFA Standards in stock valuation, prepared comprehensive company research reports on 20+ NYSE-listed stocks. 📌 Financial Forecasting: Created financial statement forecasts for 100+ companies (public limited, private limited, and startups included). 📌 Technical Analysis: Expert on indicators building, trading strategies, and preparing analysis using my favourite technical indicators( Moving averages, Fibonacci Retracements, Volume Indicators, Moving Average Convergence Divergence(MACD), Accumulation/Distribution, Bollinger Bands, Chaikin Oscillator, and Support & Resistance levels) 📌 Financial Planning and Wealth Management: Delivered customised financial plans for Individuals, Couples, and Companies' needs. Stating advice, making retirement plans, business plans, investment plans, debt reduction plans, income generation programs, risk management plans, and budgeting plans. MY SKILLS SUMMARY: 📌Financial Analysis & Modelling: Three-statement models, DCF, merger & consolidation models, scenario & sensitivity analysis, valuation. 📌Accounting & Finance: Financial statement analysis, forecasting, budgeting, revenue recognition, and accruals. Knowledge of IFRS and US GAAP for financial statement analysis. 📌Research and Trading: Stocks, mutual funds, forex, commodities, ETFs, REITs, crypto, futures, options. 📌 Real Estate Financial Modelling: Making Property Appraisals, Cash flow projections, discounted cash flow (DCF) analysis, sensitivity & scenario analysis, property valuation, financing structures. 📌Business Strategy: Financial forecasting, investment fundraising, and investor presentations. 📌Project Management: Project requirement gathering, planning and delivery. OTHER TECHNICAL & SOFT SKILLS: 📌Tech Stack Expertise: TypeScript · React / Next.js · JavaScript · Node.js · Python · FastAPI · REST APIs · SQL 📌AI Models & Tools used: CrewAI, Clawdbot, Chatgpt, Claude, Antigravity, Deepseek, Perplexity, Creo, Bolt, Replit, Vertex AI, SQL, Supabase, Pinecone, Firebase, Django, FastAPI. 📌Integrations already built: Stripe payment gateway, Coinbase broker, Alpaca, Interactive brokers llc, NinjaTraders, Alpha vantage, Yahoo finace, Google API. 📌Deployments already done: Vercel, Netlify, Heruko, Hostinger, GoogleCloud, AWS deployments 📌Microsoft Excel Expert: Advanced formulas, pivot tables, and macros. 📌Microsoft Office 365: Microsoft Word and PowerPoint presentation skills. 📌Design & Content Creation: Adobe Express, Canva, Capcut, Adobe Firefly, Runway, website scraping. 📌Project Management Tools: Agile Methodologies, Atlassian, Jira, SQL queries, and SPSS. "You don't get paid for the hour. You get paid for the value you bring to the hour" - Jim Rohn "A problem well-stated is a problem half-solved" - Charles Kettering Let’s focus on identifying your project problems, adding value and finding the right solutions.

As a software developer, I actively seek ways to automate repetitive tasks. My expertise lies in AutoHotKey, Javascript, and NodeJS. I take pride in exceeding client expectations. Feel free to reach out if you need assistance! Kind regards, Youssef.

Are your business processes still manual, slow, or disconnected between tools? Forms that collect data but don’t trigger actions? Workflows that still rely on copy-paste and follow-ups? I help businesses fix that by building fully automated systems that connect forms, CRMs, and business tools into one seamless workflow. I’m a Zapier Automation Specialist focused on building end-to-end business automation systems that eliminate repetitive tasks, reduce human error, and help teams operate faster and more efficiently. Instead of just creating forms or basic automations, I design full workflows where everything talks to each other from lead capture to CRM updates, notifications, follow-ups, and reporting. ⚡ WHAT I CAN HELP YOU BUILD ✅ Automated lead capture and follow-up systems ✅ Form-to-CRM workflows (instant routing & segmentation) ✅ Client onboarding automation (no manual steps) ✅ Email & SMS follow-up sequences triggered automatically ✅ Multi-step approval and notification systems ✅ Data syncing between multiple platforms ✅ Booking and appointment automation systems ✅ Business dashboards powered by live data 🧠 SYSTEMS I BUILD WITH: ✔︎ Zapier ✔︎ Jotform ✔︎ Make ✔︎ Airtable ✔︎ GoHighLevel ✔︎ PandaDoc ✔︎ APIs & Webhooks ✔︎ CRM systems & integrations 📈 WHY CLIENTS WORK WITH ME: I don’t just connect apps, I build systems that replace manual work completely. My goal is to help you move from: ❌ manual data entry ❌ disconnected tools ❌ slow follow-ups to: ✔ automated workflows ✔ real-time data syncing ✔ faster client response times ✔ scalable business operations Every system is built to be clean, reliable, and easy for your team to use. If you’re looking to automate your business processes using Zapier, Make. com , Airtable, Jotform, and modern automation tools, let’s talk and design a system that fits your workflow. Keywords: Zapier automation | Zapier expert | workflow automation | business automation | Jotform automation | Jotform expert | Make com automation | Make automation expert | API integration | webhook automation | CRM automation | GoHighLevel automation | Airtable automation | PandaDoc automation | document automation | lead generation automation | email automation | SMS automation | client onboarding automation | sales funnel automation | no code automation | low code automation | process automation | business workflow systems | CRM integration | SaaS automation | data syncing automation | automated reporting | marketing automation | appointment booking automation | form automation | Google Forms automation | Typeform automation | ActiveCampaign automation | HubSpot automation | Pipedrive automation | Slack automation | Notion automation | system integration expert | automation specialist | AI workflow automation | business process optimization | workflow consultant zapier | zapier integration | zapier automation | airtable zapier | zapier hubspot | xapi | jotform | jot forms | jotform design | jotform designer | make com | data entry | google docs | google sheets | microsoft excel | google workspace | make com automation | docusign | docusign api | docusign specialist | docusign integration | pandadoc specialist | pandadoc template | pandadoc | api | automation | data entry | api integration | marketing automation | CRM automation | airtable | xapi | zapier hubspot | airtable zapier| nnn agreement| none pofitfundraising| ninjatrader| n8n automation