I build automated trading systems that work. Over the past 2+ years, I've developed a portfolio of production-grade Expert Advisors for MetaTrader 5, complete with a custom testing lab for backtesting, optimization, and forward validation. My systems handle everything from session-based breakout strategies to adaptive risk management engines. What I specialize in: → Custom MQL5 Expert Advisors (from strategy concept to production deployment) → MT5 automation infrastructure (data extraction, performance monitoring, deployment pipelines) → Pine Script to MQL5 conversions → MT5 ↔ Telegram integration (signals, trade copying, dashboards) → Python-based trading tools and data pipelines → Web scraping and data automation Tech stack: MQL5, Python, JavaScript/TypeScript, Node.js, PowerShell, REST APIs, Telegram Bot API, PostgreSQL I don't just write code that compiles — I build systems that survive live markets. Every EA I deliver comes with documented source code, configurable parameters, and verified backtesting results. Available for both project-based work and ongoing consulting.

AI Automation Engineer, Python Developer, and Trading Systems Specialist with 5+ years of experience building production-grade automation platforms, AI-powered workflows, algorithmic trading systems, and scalable backend solutions. Many automation projects work in demos but fail in production due to poor architecture, missing edge-case handling, and limited scalability. My focus is building systems that are reliable, maintainable, and capable of operating under real-world conditions. Over the years, I have delivered 400+ automation and software solutions across agencies, SaaS businesses, trading operations, lead generation systems, CRM workflows, and AI-powered applications. ───────────────────────────────────── 🔹 AI AUTOMATION & WORKFLOW ENGINEERING ───────────────────────────────────── • End-to-end business process automation using n8n, Make, Zapier, and custom Python services • CRM automation with GoHighLevel, HubSpot, Airtable, Notion, Salesforce, and custom systems • Lead capture, enrichment, qualification, routing, onboarding, and follow-up workflows • API integrations, webhooks, event-driven architectures, and data synchronization • Email, SMS, WhatsApp, Telegram, Slack, and voice automation systems • Production-grade workflows with monitoring, retry mechanisms, logging, and fault tolerance ───────────────────────────────────── 🔹 AI AGENTS & LLM APPLICATIONS ───────────────────────────────────── • OpenAI, Claude, Gemini, and custom LLM integrations • AI agents for operations, support, lead qualification, and business workflows • RAG systems using vector databases and semantic search • Document processing, intelligent extraction, classification, and summarization • LangChain-based agent orchestration and tool integration • AI-powered chatbots and decision-support systems ───────────────────────────────────── 🔹 ALGORITHMIC TRADING & TRADING AUTOMATION ───────────────────────────────────── • TradingView indicators and strategy development • Automated trading bots for futures, crypto, forex, and equities • Broker API integrations including Interactive Brokers, TopstepX, XTS, Binance, and other REST/WebSocket platforms • Real-time market data processing and execution engines • Scanner development, signal generation, risk management, and trade automation • Multi-symbol and multi-timeframe strategy implementation • Telegram and Discord signal delivery systems • Backtesting, performance tracking, and execution monitoring ───────────────────────────────────── 🔹 PYTHON BACKEND DEVELOPMENT ───────────────────────────────────── • FastAPI and Flask applications • REST APIs, WebSockets, and asynchronous services • Data pipelines, web scraping, and automation frameworks • PostgreSQL, MySQL, MongoDB, Redis, and vector databases • Dockerized deployments and cloud infrastructure • Secure, modular, and maintainable architectures ───────────────────────────────────── 🔹 TECHNOLOGIES ───────────────────────────────────── Python • FastAPI • Flask • n8n • Make • Zapier • GoHighLevel • OpenAI • Claude • Gemini • LangChain • Pinecone • FAISS • PostgreSQL • Redis • Docker • AWS • TradingView • Pine Script • Interactive Brokers • TopstepX • Binance • Twilio • VAPI AI ───────────────────────────────────── 🔹 HOW I WORK ───────────────────────────────────── • Architecture-first approach before development begins • Production-focused implementation with scalability in mind • Clear communication and transparent milestones • Thorough testing, documentation, and deployment support • Long-term maintainability rather than quick fixes If you're looking for a developer who can combine AI, automation, Python engineering, and trading technology into reliable production systems, I'd be glad to discuss your project.

I'm a data-driven professional with a background in Business Administration and a specialized focus in Artificial Intelligence, Data Analytics, and Financial Markets. Over the past few years, I've developed and tested trading systems that integrate market structure and Python-based back-testing. I also apply machine learning and NLP techniques to analyze market sentiment, forecast price movements, and automate crypto strategies. My experience spans across Python, Pandas, NumPy, scikit-learn, and NLP libraries like spaCy and Hugging Face Transformers. I'm currently building tools that combine real-time data analytics with automated execution for smarter decision-making in trading and investing. I'm passionate about merging AI with finance, whether in fintech, quant research, or building income-generating systems. I'm open to collaborations, consulting, or full-time roles where I can apply my skills to real-world problems.

I’m a Full Stack and AI Workflow Developer with hands-on experience building scalable, intelligent systems for fast-moving startups and founders. I specialize in AI-integrated backend systems, agentic automations, and full-stack solutions powered by modern frameworks like Node.js, Next.js, and React+Vite. My development philosophy is simple: move fast, stay modular, and automate everything that doesn’t need human attention. AI Integration and Automation is my core strength. Whether it’s building LinkedIn content agents, Telegram job bots, or OpenAI-powered dashboards, I specialize in designing systems that use AI to save time, increase efficiency, and drive decisions. I've integrated OpenAI (GPT‑4), Gemini, and Langchain into real-world use cases including content generation, data transformation, personalization, and even PDF generation workflows. Job Alert Telegram Bot A Python + Telegram API system delivering curated job listings in 40+ domains with keyword filtering and auto-updates every 24 hours. Smart URL Shortener with Analytics Built with Node.js, Redis, and MongoDB. Included geo-based analytics, device fingerprinting, Google OAuth, and real-time dashboards. AI-Powered Stock Portfolio Analyzer Integrated real-time data parsing, risk simulation, and PDF generation using backend microservices and AI scaffolding via ChatGPT. Tech Stacks I Work With: Backend Development & APIs Node.js, Express.js, MongoDB, Redis, WebSockets, REST API, GraphQL, Supabase, Railway, MQTT Frontend Development Next.js, React.js, V0.dev, Tailwind CSS, HTML5, TypeScript, Figma to Frontend Real-Time and Microservices Architectures Microservices, Event-based flows, Pub/Sub systems, Live dashboards, Cron schedulers DevOps & Deployment Vercel, Railway, GitHub Actions, CI/CD, Firebase, Supabase Types of Web Apps I Build: AI-Powered SaaS MVPs (e.g., content systems, dashboards, outreach tools) Custom job boards or marketplaces (React + Firebase or Next.js) Portfolio analyzers, dashboard tools, and microservice-driven bots AI blog writers, content schedulers, Telegram/Slack bots Figma to Next.js conversions (pixel-perfect, Tailwind-based) Custom calculators (ROI, tax, logic-based) integrated into web apps If you're looking for someone who can take your idea from zero to production — blending backend architecture with AI automation and clean, fast frontend development — I’d love to connect. I thrive in fast-paced environments, can handle both product and engineering conversations, and deliver work that’s clean, documented, and scalable. Keywords: AI Developer | Backend Automation Engineer | Full Stack AI Developer | OpenAI Integration Specialist | GPT-4 Engineer | Node.js Expert | V0.dev Developer | Prompt Engineering | MERN Stack Developer | Intelligent Automation | SaaS App Developer | Realtime Web App Developer | Workflow Automation Engineer | AI API Integration | LLM Developer | Telegram Bot Developer | REST API Expert | Next.js Frontend Developer | MongoDB/Redis Backend | GitHub Actions | CI/CD Implementation | AI Personalization | AI CRM Integration | AI Content Systems | Langchain Workflows | GPT-based Automation | AI-Powered Web Apps | Microservice Backend Developer | SaaS MVP Engineer | Custom AI Tools | AI Outreach Automation | Smart Dashboard Developer | Serverless Engineer | Supabase Expert | Figma to Frontend | System Architecture | AI Productivity Tools | Lead Scoring Automations | Vercel Deployment | Full Stack Consultant | Custom Data Tools | AI Automation Consultant | JavaScript/TypeScript Engineer | Web App Debugging | AI in Marketing | AI SaaS Solutions | AI Tools for Startups | AI Email Automation

I build trading and analytics systems for fintech products, prop firms, and automation platforms. Specialized in: - trading bots and execution systems - risk management and drawdown control - real-time analytics dashboards - trading CRM and operational tooling - market data and exchange integrations - behavioral analytics for traders Built a prop trading CRM with: - real-time risk limits - auto-close logic on drawdown breach - crypto and MT5 integrations - pending order systems - trader analytics and reporting Also developed event-driven analytics systems for financial markets using AI, real-time economic data, and Telegram bot infrastructure. Tech stack: Python, FastAPI, React, PostgreSQL, APIs, Docker, TradingView/Pine Script, data analytics

Turn Your Trading Idea Into a Bot That Works! I build custom automated trading strategies and indicators for NinjaTrader and other trading platforms that help traders execute faster, smarter, and with confidence. Institutional trading firms use algorithmic trading to develop an edge in the market — now you can compete with the big players too! Whether you need a complete strategy automation, a custom indicator, or integration with live data and prop firm accounts, I turn your trading ideas into reliable, fully functional systems. My code is clear, tested, and ready for live trading. ----What I Do: Custom NinjaTrader automated trading strategies (C# / NinjaScript) Advanced indicator development for NinjaTrader 8 Trade automation and execution tools Live trading setups for broker, funded or evaluation prop firms Data analysis for trade performance and decision-making API integrations (Python, broker APIs, custom dashboards) Trading utilities and workflow enhancements ----Why Clients Choose Me: Real-world trading experience with live and e-prop firm setups Fast, accurate delivery and clear communication Long-term support and easy-to-maintain code Let’s bring your trading idea to life — message me to start your next strategy build today. — Keyword & Skill List: NinjaTrader, NinjaTrader 8, NinjaScript, automated trading, custom indicators, trading strategy development, algorithmic trading, C#, Python, API integration, broker API, data analysis, automated trade execution, prop firm trading, funded accounts, trade automation tools, live trading, futures trading, forex trading, trading systems, strategy coding, trading dashboards, NinjaTrader developer, Apex, MyFundedFutures, TakeProfitTrader, TradingView, ThinkOrSwim, EasyLanguage, PineScript, Futures, stocks, Indicator

**Sovereign AI & RAG Architect | Full-Stack Python | Django, Django-Ninja, PostgreSQL | Custom ERP & Industrial Automation | Algorithmic Trading | DevOps & Cloud Hardening** --- ### 🔥 SPECIAL ATTRACTION: SOVEREIGN AI & AGENTIC RAG (CURRENT TRENDS) Stop paying the "AI Tax" and risking your intellectual property. I specialize in the global shift toward **Sovereign AI**—building intelligent, high-accuracy systems that *you* own and host. * **Enterprise Agentic AI & Sovereign RAG Pipelines:** I build "Sovereign RAG" (Retrieval-Augmented Generation) systems that act as expert employees. By grounding AI in your private data using **pgvector** or **Pinecone**, I ensure 100% factual accuracy and zero-trust security. * **OpenClaw & AnythingLLM Gateways:** I deploy turnkey, web-accessible AI command centers. Your team can use GPT-4, Claude, or local models (**Llama 3, Hermes, Gemma**) through a secure, hardened interface without per-user subscription fees. * **Specialized RAG Solutions:** Implementation of niche-specific intelligence, including **Lawyer RAG** for legal discovery, medical research assistants, and industrial manual synthesis. * **Private AI Employees:** Deploy 24/7 autonomous agents using **Ollama** and **OpenClaw** for SEO crawling, market research, and lead generation—all living on your private VPS with zero recurring API costs. --- ### ABOUT ME I am a Full-Stack Python Developer and AI Automation Specialist with **15+ years of experience** and **150+ projects** delivered worldwide. I don't deliver "demos" that break; I engineer production-grade, Dockerized, and secured ecosystems. My systems are built for long-term stability, featuring automated monitoring, Cloudflare WAF protection, and high-performance architecture. --- ### CORE SERVICES **1. Enterprise RAG & Agentic AI Orchestration** Implementation of high-scale vector indexing and "Agentic Tool-Calling." I use **LangChain** and **LlamaIndex** to build systems that don't just "chat"—they actually book meetings, update CRMs, and generate reports. *Starting at $1,499.* **2. OpenClaw Enterprise AI Gateway** Secure, browser-based multi-model routing. I handle the infrastructure hardening (Nginx, Docker, SSL) and model orchestration, allowing your team to switch between OpenAI and local LLMs via a unified, sovereign dashboard. *Starting at $699.* **3. High-Concurrency Backend Engineering** Transitioning sluggish systems into High-Performance Async Python engines. I optimize Django/FastAPI for **sub-50ms latency** and handle 10K+ concurrent users through deep PostgreSQL query tuning and Redis-backed task queues. *Starting at $899.* **4. Industrial Intelligence & Custom ERP** Specialized Manufacturing ERPs for Garments, Textiles, and Heavy Industry. Includes real-time shop-floor visibility, QR/Barcode traceability, and IoT integration (MQTT) to replace manual spreadsheets with a "God-eye view." *Starting at $4,999.* **5. Sovereign Business OS (ERPNext & CRM)** Achieve operational independence with ERPNext or Odoo. Get world-class Accounting, HR, and Supply Chain management with **unlimited users** and zero "per-seat" license fees. *Starting at $3,999.* **6. High-Conversion Full-Stack Ecosystems** Building ultra-lean, SEO-dominant web apps using **Island Architecture (Astro)** and **Nuxt 3**. I eliminate "JavaScript Fatigue" by using HTMX and Alpine.js for instant-load, high-revenue digital storefronts. *Starting at $2,999.* **7. Algorithmic Trading & FinTech Automation** Institutional-grade trading engines for MT5, Binance, and TradingView. Featuring vectorized backtesting (Pandas/NumPy), low-latency WebSockets, and automated risk-management modules. *Starting at $1,499.* **8. Cloud Hardening & Zero-Downtime DevOps** Building unbreakable foundations with GitHub Actions CI/CD, Cloudflare Zero-Trust, and self-healing Dockerized environments. *Starting at $699.* --- ### TECHNOLOGIES I WORK WITH * **AI/ML:** RAG Pipelines, LangChain, LlamaIndex, Ollama, Gemma 4, Hermes, AnythingLLM, OpenClaw, Vector DBs (pgvector, Pinecone, Weaviate). * **Backend:** Python (Asyncio), Django Ninja, FastAPI, Celery, Redis, RabbitMQ. * **Frontend:** Astro (Island Architecture), Nuxt 3, VueJS, HTMX, Alpine.js, TailwindCSS. * **Database:** PostgreSQL, MariaDB/ERPNext, MongoDB, Redis, Supabase. * **DevOps/Security:** Docker, GitHub Actions, Nginx Hardening, Cloudflare WAF, Linux VPS, MQTT/IIoT. * **FinTech:** MQL5, MetaTrader 5, Binance API, Pandas, Pine Script. --- ### WHY HIRE ME? * **150+ Projects Delivered:** 100% satisfaction and 5-star reputation. * **Data Sovereignty First:** I build systems that *you* own, ensuring your data never leaves your control. * **Transparent Pricing:** Fixed deliverables, defined timelines, and zero "ghosting." * **Priority Support:** Post-delivery documentation, training, and a 2-hour res

If you've tried stitching together AI tools and got a mess instead of a system. I fix that. I build AI-powered SaaS platforms and automation systems that actually work in production: fast, secure, and designed to scale without breaking the moment traffic doubles. Over the past 7 years, I've helped startups and lean teams ship LLM-powered applications, replace manual workflows with intelligent pipelines, and turn vague "we want AI" ideas into revenue-generating products. I don't hand you a prototype and disappear, I architect complete systems, deploy them, and make sure they hold up. What I build → AI SaaS platforms, MVP to production-ready → Custom LLM integrations, OpenAI, Claude, Anthropic APIs → AI agents & multi-step automation pipelines → Voice AI & conversational systems → Data extraction, processing & AI workflows → REST & GraphQL API development → Internal tools that eliminate manual work Tech I use daily Backend: Python, FastAPI, Django, Flask & Node.js, Express, NestJS Frontend: React.js, Next.js, TypeScript, Tailwind CSS Database: PostgreSQL, MongoDB, MySQL Cloud & DevOps: AWS, Lambda, EC2, S3, RDS & Docker, CI/CD, Vercel Automation: n8n, Make, Integromat, custom pipelines Who I work best with → Startups building their first AI product and need it done right the first time. → Businesses running on manual processes that should've been automated two years ago. → Technical founders who need a reliable second brain, not a freelancer who needs hand-holding. How I work I ask the uncomfortable questions early, about architecture, scale, and edge cases, so you don't pay to fix them later. You get clean documentation, async-friendly communication, and a system you actually understand after handoff. Ready to build? Send me a message with what you're building and where you're stuck. Even a rough idea is enough to start, I'll tell you honestly if I'm the right fit, and what it would take to get it shipped.

I am a quantitative / systematic trader that also helps others with all things related to running algorithmic trading systems. With 8 years of dedicated experience in financial markets, including extensive trading in the Futures and Options (F&O) segment of Indian markets, I offer a comprehensive understanding of trading dynamics and strategies. My expertise extends to developing Real-Time Trading Applications, Back Testing/Modeling Trading Strategies, data collection/storing, portfolio and position risk management, etc. using Python and TradingView as my primary tools. I am a skilled python programmer that writes well documented and organized code that is easy to follow and build upon. I provide even more value with my trading knowledge and experience. I've developed more than 60 successful projects to date helping Retail and Institutional Clients, and look forward to taking on many more. No matter how large or small the project, I am capable of completing it in a timely and effective manner. THINGS I CAN HELP YOU WITH : 🌟 Algo Trading Bot / Application - Coding your strategy and integrating it with brokers api in python. Fast, Accurate, Efficient, Documented code deployed on cloud or locally. 🌟 TradingView + Python - Trading Logic and Signals are coded in TradingView Pine Script and trade execution is done through Python and Brokers API. 🌟 Equity Markets - Indian Markets, US Markets, major Global Markets using broker APIs. Direct Equity, Futures and Options, Delta Trading. Experience with Interactive Brokers, TD Ameritrade, E-Trade, Zerodha, Kotak, Upstox, IIFL, Angel and others. If it supports algo trading, I've either developed on or can very quickly learn how to. 🌟 Crypto Markets - Binance, Kucoin and all major Crypto Exchanges. Grid Trading, Arbitarage Trading, Option or Futures. 🌟 TradingView PineScript - Custom Indicator Development, Modification or bug fixing in existing Indicator or strategy, Generate and Send Alerts to Trading Bot or Messaging Channel. 🌟 BackTesting - Develop Custom Backtesting modules based on your needs, or using open source libs like VecorBT, BackTrader, BackTesting, etc. in python further optimised with . Fine Tune or optimise parameters based on market conditions. 🌟 Risk Management - Integrated Position Sizing, Portfolio Risk Analysis, daily limits for trades, profits or loss. 🌟 Data Analysis & Visualization - Analyse data with Pandas, Numpy, Numba, Scipy and view it in excel or webapp. Charting Libraries such as Seaborn, Tableau or MatPlotLib and seamless integration with MySQL, PostGreSQL or others. 🌟 Signal and Trade Messages - Get Custom Messages on Signal / Order / Trade on Telegram, Discord, WhatsApp, E-Mail, etc. 🌟 User Interface - Request Custom Website in React js with FastAPI or Dash Webapp, Simple Excel / G Sheet, GUI App build with PyQT. 💼 Work Approach: Shoot me a message and lets chat over zoom via the Upwork integration and quickly discuss your project needs. The consultations are free, and last as long as needed. It can be 2 minutes or 2 hours. My goal during this call is to ask you as many questions as I need until my brain clicks and fully understands your project. 🤝 Let's Collaborate: If you're seeking a skilled professional to enhance your trading operations or develop custom solutions, I'm here to help. Let's discuss your requirements in detail and explore how we can collaborate to achieve success in the dynamic world of financial markets. Feel free to reach out, and let's embark on this journey together. Kind regards 😊 Have a good day and stay safe, Harsh Kantariya.

CEO @ tradersmarket.io - Coding in MQL4/5 - Coding in Python/C++ and cloud infrastructure (AWS) - Guidance in developing a trading strategy mainly for currency markets(Foreign Exchange - FX). -Optimizations on existing trading strategies. -Help with coding strategies in both MQL4 and MQL5 languages. -Making a trading plan from start till end.