𝑯𝒂𝒗𝒆 𝒂 𝒈𝒓𝒐𝒖𝒏𝒅-𝒃𝒓𝒆𝒂𝒌𝒊𝒏𝒈 𝒊𝒅𝒆𝒂? I can help you turn it into reality by designing scalable software systems, building intelligent AI agents, and seamlessly integrating automation that drives business growth! 𝐀𝐛𝐨𝐮𝐭 𝐌𝐞 I’m 𝐌. 𝐅𝐞𝐫𝐨𝐳 𝐌𝐢𝐫𝐳𝐚, a 𝐒𝐨𝐟𝐭𝐰𝐚𝐫𝐞 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐞𝐫 & 𝐀𝐈/𝐌𝐋 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 specializing in 𝑨𝒓𝒕𝒊𝒇𝒊𝒄𝒊𝒂𝒍 𝑰𝒏𝒕𝒆𝒍𝒍𝒊𝒈𝒆𝒏𝒄𝒆, 𝑮𝒆𝒏𝑨𝑰, 𝑪𝒉𝒂𝒕𝑩𝒐𝒕𝒔, and 𝑭𝒖𝒍𝒍-𝑺𝒕𝒂𝒄𝒌 𝑺𝒐𝒇𝒕𝒘𝒂𝒓𝒆 𝑺𝒐𝒍𝒖𝒕𝒊𝒐𝒏𝒔. With 𝟔+ 𝐲𝐞𝐚𝐫𝐬 of experience and collaborations with 10+ clients worldwide across Real Estate, SaaS, E-commerce, and EdTech, I deliver tailored solutions that help businesses scale and increase revenue by 𝟑𝟎–𝟓𝟎%. 𝐇𝐞𝐫𝐞’𝐬 𝐖𝐡𝐚𝐭 𝐈 𝐃𝐨 𝐁𝐞𝐬𝐭 🤖 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 & 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐞𝐝 𝐖𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬 - Develop intelligent single & multi-agent systems for real-world business cases - Automate vendor operations, sales pipelines, and customer support channels 🤖 𝐋𝐋𝐌-𝐏𝐨𝐰𝐞𝐫𝐞𝐝 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 (GPT-4, Claude, Llama, Gemini, Azure OpenAI, Mistral) - Build domain-specific apps for content generation, client communication, and reporting - Automate document drafting, FAQs, and structured knowledge flows 📚 𝐑𝐀𝐆 & 𝐊𝐧𝐨𝐰𝐥𝐞𝐝𝐠𝐞 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 - Implement high-quality Retrieval-Augmented Generation pipelines - Secure systems against prompt injection while ensuring data privacy - Create knowledge graphs & searchable enterprise knowledge bases 🗂 𝐒𝐦𝐚𝐫𝐭 𝐐&𝐀 & 𝐈𝐧𝐬𝐢𝐠𝐡𝐭 𝐓𝐨𝐨𝐥𝐬 - Reduce financial sector query resolution time with automated Q&A systems - Improve customer experience through instant query handling - Collect and analyze product/user feedback for faster decision-making 🎓 𝐄-𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 & 𝐄𝐝𝐓𝐞𝐜𝐡 𝐏𝐥𝐚𝐭𝐟𝐨𝐫𝐦𝐬 - Design AI-powered tutoring systems that deliver contextual, cited explanations - Build platforms for test prep, mock exams, and personalized learning journeys - Boost learner engagement through adaptive content delivery 🗨 𝐂𝐨𝐧𝐯𝐞𝐫𝐬𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐀𝐈 & 𝐂𝐡𝐚𝐭𝐛𝐨𝐭𝐬 - Reduce support response time by 𝟓𝟎% → improving satisfaction & retention - Deploy legal & enterprise chatbots that cut support costs by up to 𝟒𝟎% 📈 𝐂𝐮𝐬𝐭𝐨𝐦 𝐀𝐈 𝐌𝐨𝐝𝐞𝐥 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 & 𝐎𝐩𝐭𝐢𝐦𝐢𝐳𝐚𝐭𝐢𝐨𝐧 - Fine-tune existing models for domain-specific needs - Deploy scalable AI systems on cloud (AWS, Azure, GCP, Docker) 𝐒𝐤𝐢𝐥𝐥𝐬 & 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 ✔️ Generative AI & LLM Integration: ChatGPT, GPT-4, DALL·E, MidJourney, Stable Diffusion ✔️ NLP & Automation: Hugging Face, LangChain, SpaCy, NLTK ✔️ Machine Learning: TensorFlow, PyTorch, Scikit-learn, XGBoost ✔️ Full-Stack & APIs: React, Node.js, Next.js, FastAPI, GraphQL ✔️ DevOps & Deployment: AWS SageMaker, Azure ML, Docker, GitHub Actions ✔️ Data Engineering: Pandas, Plotly, Tableau, Power BI ✔️ Web Scraping & ETL: Selenium, Playwright, BeautifulSoup 𝐖𝐡𝐲 𝐂𝐡𝐨𝐨𝐬𝐞 𝐌𝐞 ✔️ 𝟔+ 𝐘𝐞𝐚𝐫𝐬 in AI, ML & Software Development ✔️ Trusted by 𝟓𝟎+ 𝐆𝐥𝐨𝐛𝐚𝐥 𝐂𝐥𝐢𝐞𝐧𝐭𝐬 Across Industries ✔️ Strong 𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐜𝐚𝐭𝐢𝐨𝐧 & 𝐏𝐫𝐨𝐛𝐥𝐞𝐦-𝐒𝐨𝐥𝐯𝐢𝐧𝐠 𝐒𝐤𝐢𝐥𝐥𝐬 ✔️ Reliable, Timely, and 𝐓𝐚𝐢𝐥𝐨𝐫𝐞𝐝 𝐃𝐞𝐥𝐢𝐯𝐞𝐫𝐚𝐛𝐥𝐞𝐬 ✨ If you’re ready to build the next-generation AI-powered platform or software system, let’s collaborate. Together, we’ll transform your ideas into scalable, intelligent solutions!

🤖 AI-Powered Solutions: Experienced in integrating AI-driven features such as chatbots, automation, and predictive analytics to enhance user engagement and business efficiency. 🚀 Full-Stack & Mobile Development: Expertise in web and mobile app development, delivering seamless cross-platform experiences from front-end UI/UX to back-end architecture. 📱 React Native for Mobile Apps: Skilled in building high-performance iOS and Android applications using React Native, ensuring smooth functionality and native-like experiences. 🌐 MERN Stack & Beyond: Proficient in MERN Stack (MongoDB, Express.js, React.js, Node.js) along with Next.js, Angular, and Vue.js, crafting modern and scalable applications. 🔗 Advanced API Integrations: Proficient in seamless API integrations, including Google & Meta Authentication, Zoom, Twilio, and custom REST & GraphQL APIs for robust app connectivity. 💳 Payment & Location Services: Expertise in secure payment gateways (PayPal, Stripe, Razorpay) and Google Maps APIs for geolocation-based solutions. 📡 Real-Time Communication: Skilled in WebSockets (events, emits, ons) to enable real-time features such as messaging, live tracking, and notifications. 📊 Optimized Data Processing: Proficient in aggregation pipelines with Mongoose, optimizing database performance for large-scale applications. 🎨 Seamless Front-End & Back-End Development: Equally skilled in designing intuitive user interfaces and developing scalable, high-performance back-end systems tailored to business needs. 🚀 Crafting Scalable, AI-Enhanced, and Future-Ready Web & Mobile Applications – Let’s build something exceptional!

AI Engineer Specializing in Production-Ready LLM Solutions | 8+ Years Transforming Business Problems into Intelligent Systems Why Work With Me I don't just build AI demos—I architect production systems that solve real business problems. Over 8 years, I've moved from research labs to enterprise deployments, learning that the hardest part isn't making AI work once, it's making it work reliably at scale. My approach: Understand your business metric first, then engineer the AI solution backward from that goal. No buzzwords, no over-engineering—just results that impact your bottom line. Core Expertise 🧠 Intelligent Agent Systems Building autonomous agents that actually complete tasks, not just chat about them. I specialize in multi-step workflows where agents use tools, validate their own outputs, and recover from errors gracefully. Recent work: Agent orchestration systems using LangGraph and custom tool chains, achieving 94% task completion rates on complex multi-step processes. 📊 RAG Architectures That Don't Hallucinate Most RAG implementations fail at retrieval precision. I build hybrid systems combining semantic search, metadata filtering, and reranking to ensure your AI references the right information—every time. Stack: Custom embedding pipelines, Pinecone/Weaviate for vector storage, query optimization, and citation tracking for accountability. ⚡ Real-Time Streaming Interfaces Your users shouldn't wait for complete responses. I implement Server-Sent Events and WebSocket architectures that stream tokens progressively while maintaining structured output format. Delivers: Sub-200ms first-token latency, graceful fallbacks, and clean JSON extraction from streamed responses. 🔍 Enterprise Document Intelligence From unstructured PDFs to actionable insights. I build extraction pipelines that handle messy real-world documents—scanned files, tables, multi-column layouts, mixed languages. Technologies: Vision models (GPT-4V, Claude), custom OCR preprocessing, chunking strategies that preserve context, validation layers for accuracy. Technical Stack AI/ML Core: OpenAI API, Anthropic Claude, Gemini, Open-source LLMs (Llama, Mistral) Frameworks: LangChain, LlamaIndex, LangGraph, Haystack, DSPy ML Libraries: PyTorch, TensorFlow, Transformers, scikit-learn Vector Databases: Pinecone, Chroma, FAISS, Weaviate Computer Vision: OpenCV, YOLO, Detectron2, Tesseract NLP Tools: spaCy, NLTK, Sentence Transformers Deployment: FastAPI, Streamlit, Docker, AWS/GCP, Kubernetes Monitoring: LangSmith, Weights & Biases, custom logging pipelines What You Get When You Hire Me ✓ Clear Communication: Daily updates, documented decisions, no disappearing acts ✓ Production Mindset: Error handling, rate limit management, cost optimization built-in ✓ Ownership: I treat your project deadline like mine—I deliver on time or communicate early ✓ Knowledge Transfer: Clean code, architecture docs, and handoff sessions so you're never dependent on me Let's Build Something That Works I keep my client roster intentionally small to ensure quality. If you have a challenging AI problem and need someone who can navigate both the technical complexity and business requirements, let's talk. Book a free 15-minute consultation—I'll ask about your goals, suggest an approach, and tell you honestly if I'm the right fit.

Full Stack Developer | Web Application Development | Scalable SaaS & API Systems 👀 𝗔𝗥𝗘 𝗬𝗢𝗨 𝗟𝗢𝗢𝗞𝗜𝗡𝗚 𝗙𝗢𝗥: → A Full Stack Developer who can build and scale a complete web application from idea to production? → Someone who understands backend logic, frontend performance, and real business workflows? → A developer who builds scalable web applications, APIs, and automation systems that don’t break under load? → An engineer who focuses on performance, maintainability, and long-term growth—not quick fixes? I am Talha, a Full Stack Developer with 7+ years of experience in Web Application Development, specializing in building scalable, high-performance, and production-ready systems. I design and develop complete web applications, from frontend interfaces to backend architecture, ensuring they are fast, secure, and built to scale. My focus is on delivering end-to-end full stack solutions that power SaaS platforms, CRM systems, and data-driven web applications used in real-world environments. 👉 I don’t just build features, I build web applications that: ✔ Scale with your business growth ✔ Handle real-world traffic and edge cases ✔ Stay clean, maintainable, and easy to extend 👉 𝗪𝗵𝗮𝘁 𝗜 𝗗𝗼 𝗕𝗲𝘀𝘁 (Full Stack Web Application Expertise) → Full Stack Web Application Development (Frontend + Backend) → Backend Development (Python, Django, Node.js) → Frontend Development (React, JavaScript) → API Development & Integration (REST, GraphQL) → SaaS Application Development → CRM Systems & Automation → AI Automation & Data Processing Systems → Database Design & Optimization → Cloud Deployment & DevOps 👉 𝗞𝗲𝘆 𝗔𝗰𝗵𝗶𝗲𝘃𝗲𝗺𝗲𝗻𝘁𝘀 → Built scalable web applications handling millions of requests/month → Developed full stack SaaS platforms with automation workflows → Reduced manual processes by 70%+ through AI-driven systems → Delivered high-performance APIs and backend systems across industries → Built long-term client relationships with consistent delivery 👉 𝗪𝗵𝗮𝘁 𝗬𝗼𝘂’𝗹𝗹 𝗚𝗲𝘁 → Scalable, production-ready full stack web applications → Clean architecture & maintainable code → Strong communication & fast response → Regular updates & transparent workflow → Performance, security, and reliability focus → Ownership mindset—I treat your product like my own 👉 𝗠𝘆 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸 → Frontend (Web Applications): React, JavaScript, HTML, CSS → Backend: Python, Django, FastAPI, Node.js, Express.js → Databases: PostgreSQL, MySQL, MongoDB, Redis → APIs & Integrations: REST APIs, GraphQL, Webhooks, Third-party APIs → Cloud & DevOps: AWS (EC2, S3, Lambda), Docker, CI/CD → AI & Automation: AI workflows, OpenAI integrations, data pipelines 👉 𝗛𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝘀 𝗼𝗳 𝗠𝘆 𝗪𝗼𝗿𝗸 → Full Stack Web Application Development for SaaS platforms → CRM systems with automation workflows → Scalable backend APIs for web applications → AI-powered automation platforms → Data pipelines & ETL systems → Admin dashboards with analytics → Multi-tenant SaaS architectures → Payment systems (Stripe, subscriptions, billing) → Real-time web applications with queues & background jobs 👉 𝗦𝗲𝗿𝘃𝗶𝗰𝗲𝘀 𝗜 𝗢𝗳𝗳𝗲𝗿 ✔ Full Stack Web Application Development ✔ SaaS Application Development ✔ API Development & Integration ✔ Backend Architecture & Scaling ✔ Frontend Development (React) ✔ AI Automation Systems ✔ Database Design & Optimization ✔ Cloud Deployment & DevOps ✔ Performance Optimization ✔ Ongoing Support & Maintenance I focus on understanding your business goals first, then building the right web application solution, not overengineering, not cutting corners. 📩 𝗟𝗲𝘁’𝘀 𝗕𝘂𝗶𝗹𝗱 𝗬𝗼𝘂𝗿 𝗪𝗲𝗯 𝗔𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻 Whether you're launching a new product or scaling an existing web application, I can help you build it the right way. 📩 Click "Invite" or "Hire" 💬 Or send a message, I usually respond quickly 👉 Keywords Full Stack Developer, Web Application Developer, Web Application Development, Full Stack Web Developer, SaaS Developer, API Development, Backend Developer, Frontend Developer, React Developer, Python Developer, Django Developer, Node.js Developer, Scalable Web Applications, Cloud Development, AWS Developer, AI Automation, CRM Development, ETL Developer, Data Engineer, REST API, SaaS Applications, Software Development

Are you looking to build a scalable SaaS platform or integrate AI to streamline your business operations? I help startups and enterprises turn their ideas into intelligent, cloud-based applications that deliver real results. With over 16 years of experience in SaaS development, custom business apps, and AI integration, I specialize in creating end-to-end solutions that are robust, scalable, and user-friendly. Whether it's a web dashboard, a multi-tenant SaaS platform, or an AI-powered analytics tool — I bring the technical skills and business insight to get it done right. What I Can Do for You: 🌐 SaaS Development (Multi-tenant architecture, subscriptions, admin panels) 🤖 AI Integration (Chatbots, NLP, predictive analytics, recommendation engines) ⚙️ Business Process Automation (CRM, ERP, inventory, HR tools) 📊 Custom Dashboards & Reporting Tools 🧩 API Development & Integration ☁️ Cloud Deployment (AWS, GCP, Azure) Tech Stack: - Frontend: Angular.js,React.js, Vue.js, Tailwind CSS - Backend: Node.js, Python (Flask/Django), PHP (Laravel & CI), Express.js,WordPress,Drupal. - E-Commerce:WooComerce,Magento,Prestashop,Opencart,CS-Cart,Zencart. - AI/ML: Python, OpenAI API, TensorFlow, NLP (spaCy, NLTK) - Database: MySQL, PostgreSQL, MongoDB, Firebase - Cloud & DevOps: Docker, AWS, GCP, Git, CI/CD pipelines - REST APIs, Payment Gateways, Third Party API integration, SEO-SME, Google Analytics. Why Work With Me? - Proven experience delivering end-to-end SaaS platforms - Clean, well-documented, scalable code - Business-first mindset — I speak your language, not just code - Clear, timely communication and project transparency Let’s discuss how we can bring your idea to life with cutting-edge AI and modern SaaS -architecture. Send me a message, and let’s build something great. Regards Sourabh Rawat

Your data isn't just numbers – it's potential energy. I build the engines that turn it into strategic momentum. With specialized expertise across the entire data-to-AI spectrum, I help companies solve complex challenges where analytics, prediction, and automation meet. My tech stack: GO, Python, SQL, NLP, PyTorch, TensorFlow, Apache Airflow, Apache Kafka, Apache PySpark, Apache Spark SQL. LLM Ops (LlamdIndex, RAG Architecture), DataBase: Vector DB like Pinecone and pgvector Deployment and scaling: AWS, GCP, Docker, and Kubernetes Where I deliver impact: 1. Predictive Systems That Anticipate Needs Built customer churn models that identified at-risk accounts 45 days earlier, boosting retention by 15% through targeted interventions.* Engineered real-time inventory forecasting that reduced waste by $1.2M annually 2. AI Solutions That Think With Your Data Created document-processing NLP pipelines that cut contract review time from hours to minutes Deployed fine-tuned LLMs that provide personalized financial advice to 300+ users with 92% accuracy 3. ML Engineering That Bridges Lab to Production Reduced model deployment cycles from weeks to hours with containerized MLOps pipelines Optimized data workflows to handle 10x volume without infrastructure costs Why partners choose me for critical projects: Full technical ownership from data exploration to deployed AI systems Architecture-first mindset – solutions built for scale from day one Performance obsession – models that deliver ROI, not just accuracy Explainability built in – never "black box" solutions Continuous optimisation – systems that improve with your business Recent Project Snapshot: For a healthcare client: Data Science: Identified 22% efficiency gain opportunities through cohort analysis ML Engineering: Built patient risk prediction models with 89% precision AI Development: Created a chatbot that handles 80% of routine enquiries. → Result: 40% reduction in administrative workload within 3 months Let's architect your data advantage.

🎯 Top Rated x 100% Job Success | 7,500+ Hours on Upwork | 12+ Years Full-Stack Experience ✅ MVP Development x Scaling MVPs to Fully Functional Enterprises grade Apps with AI Features ✅ Tech Stack: MongoDB, Express.js, React/Next.js, Node.js, Python, FastAPI, OpenAI ✅ Integrated: Firebase, Supabase, AWS, GCP, Stripe, HubSpot, Airtable, Zapier 💼 Recent Project Highlights: 1. AI-Powered Analytics Platform (Python + MERN) - Built ML pipeline processing 1M+ data points daily - Implemented real-time analytics with 99.9% uptime - Integrated OpenAI APIs for intelligent insights - Tech: Python, FastAPI, React, MongoDB, TensorFlow 2. E-commerce Platform (Next.js + AI) - Developed AI-powered product recommendation engine - Handled 100K+ monthly users with 98% performance score - Integrated Stripe processing $2M+ monthly transactions - Tech: Next.js, Python, MongoDB, AWS, Stripe 3. Intelligent CRM System (MERN + Python) - Custom CRM with AI-driven lead scoring - Automated workflows saving 40+ hours/week - Seamless integration with HubSpot, Salesforce - Tech: MERN Stack, Python, FastAPI, Machine Learning 🛠️ Technical Expertise: Frontend: • React.js & Next.js (Advanced) • Redux/Context API • Tailwind CSS/Material UI • Responsive Design Backend: • Node.js/Express.js • Python/FastAPI • MongoDB/Mongoose • RESTful APIs/GraphQL AI & ML: • OpenAI Integration • TensorFlow/PyTorch • Natural Language Processing • Machine Learning Models CMS & Integration: • Headless CMS (Strapi, Contentful) • Payment Gateways • Cloud Services (AWS/GCP) • CI/CD Pipelines 💪 Why Choose Me: ✓ Full-stack expertise with AI capabilities ✓ Scalable, production-ready code ✓ Regular communication & updates ✓ Post-deployment support ✓ Quick response time (< 2 hours) 🏆 Achievements: • 250+ successful projects delivered • Top 1% MERN & Python developer on Upwork • 100% job success rate • AI/ML certified developer Ready to build something intelligent and scalable? 🎯 Current Availability: 30 hours/week 📅 Start: Immediate 🌐 Timezone: UTC+5:30 (US/EU overlap) Let's discuss your project requirements - Looking forward to building something amazing together!

I build AI that works in production. Not demos. Two things I do most. Custom ML and AI builds (scoring models, NLP, RAG, GPT-4 and Claude integrations). And making operational tools smart with automation and AI agents. ClickUp is where I do a lot of this, but the same approach works for any workflow tool your team lives in. I mostly work with startups and small-to-mid sized teams (10-50 people) who have outgrown spreadsheets and manual processes but are not ready to hire a full data team. A couple of examples. A 35-person marketing agency hired me to fix their ClickUp. I rebuilt the whole workspace. New structure, automated handoffs across six departments, AI briefing summaries. Saved them 15+ hours a week and cut handoff mistakes by more than half. For another client I built a RAG system on top of their internal docs so their support team could answer customer questions in seconds instead of digging through Notion for 20 minutes. Stack I use most: Python, scikit-learn, XGBoost, spaCy, HuggingFace, OpenAI, Anthropic, Streamlit. Cursor and Claude every day for shipping faster. Next.js, Postgres, Make, n8n when the project needs it. I document everything and hand it off properly. Nothing I build falls apart when I leave. Clean code, real docs, support after delivery so your team owns it. If any of this sounds like what you need, send me a message and tell me what you are trying to fix. I will tell you honestly if I am the right person for it.

I’m a Full Stack Developer specializing in AI, Machine Learning, and LLM-powered applications. I build intelligent systems such as AI chatbots, AI agents, and RAG-based solutions that improve accuracy, automate workflows, and deliver real business impact. 🤖 Core Expertise (AI & Machine Learning) LLM Applications (OpenAI, Hugging Face, LLaMA, T5) Retrieval-Augmented Generation (RAG) Systems AI Chatbots & Autonomous Agents NLP (SpaCy, NLTK, Transformers) Deep Learning (CNN, RNN, LSTM) AI Automation & Intelligent Workflows Vector Databases (ChromaDB, Qdrant) Model Optimization & Evaluation 💻 Full Stack Development Backend: Python (FastAPI, Django, Flask), Node.js (Express, NestJS) REST API Development, Microservices Architecture Frontend: React, Next.js, Vue.js, Angular TypeScript, JavaScript, Tailwind, Material UI Databases: PostgreSQL, MongoDB, MySQL, Supabase GraphQL, Apollo ☁️ Cloud & DevOps AWS, Azure, Google Cloud Docker, Kubernetes CI/CD (GitHub Actions, Jenkins, GitLab CI) Infrastructure as Code (Terraform, Ansible) Serverless (AWS Lambda, Firebase Functions) 🛠️ Key Services AI Chatbots & Conversational AI AI Agents & Workflow Automation RAG-Based Knowledge Systems LLM Fine-Tuning & Integration AI-Powered Search & Recommendations Full Stack Web Development API Development & System Integration Data Processing, NLP & Document Automation 🌍 Industry Experience Education • Healthcare • Fintech • E-commerce • Logistics • Real Estate • Enterprise Systems 💡 Why Work With Me Strong problem-solving mindset Clean, scalable, and production-ready code Clear communication and reliable delivery Focus on business impact, not just implementation 📩 Let’s Connect If you’re looking to build AI-powered products, automate workflows, or scale your platform, I’d be happy to help. Feel free to reach out to discuss your project. #AIEngineer #FullStackDeveloper #MachineLearning #LLM #RAG #ChatbotDevelopment #AIAgents #PythonDeveloper #FastAPI #Django #ReactJS #NodeJS #CloudComputing #AWS #Docker #Kubernetes #NLP #GenerativeAI #Automation #TechSolutions

AI Solutions Architect | Full-Stack | Multi-Agent Systems | Cloud | MLOps | DL | Scalable GenAI | Vision Over the past seven years, I've worked with global organizations delivering impactful solutions across multiple domains. For the past three years, I've specialized in architecting and deploying production-grade AI systems—from healthcare platforms processing thousands of patient interactions to multi-tenant SaaS trading systems managing millions in transactions. What Makes Me Different: • AI-first, not API-first I don't just integrate APIs—I build intelligent systems from first principles. Not every problem requires a large language model; in many cases, classical machine learning delivers better latency, lower cost, and higher accuracy. When LLMs are needed, I choose the most effective approach per use case—using managed APIs where speed and scale matter, and fine-tuning open-source models such as Qwen, Gemma, and LLaMA with LoRA and QLoRA via Hugging Face and Unsloth when customization, control, or data privacy is critical. • End-to-end ownership, from MVP to production I design and deliver AI solutions end-to-end, including multi-agent orchestration with seamless handoffs, scalable microservices deployed via Terraform across AWS, Azure, and GCP, and selecting the right AI approach for each system component. I independently take products from prototype to fully scalable production—owning AI models, backend services, frontend interfaces, cloud infrastructure, and DevOps—to ensure cohesive, reliable systems that work seamlessly together. Recent Production Systems I've Built: • Multi-Agent Healthcare Orchestration: Deployed a HIPAA-compliant urgent-care system with 7+ specialized agents managing patient registration through discharge. Integrated with Cerner/Oracle EMR, handling diagnostic scanning, HPI questionnaires, documentation generation, and real-time compliance monitoring. Stack: Confidential. • Voice AI Appointment System: Built an inbound/outbound calling agent for healthcare providers that conducts eligibility screening with dynamic workflows (up to 40+ questions per flow), manages real-time slot booking via tool calls, and integrates with internal systems via custom adapters. Technologies: Daily Pipecat AI, LiveKit, Twilio, Deepseek, LangGraph, WebSockets, RabbitMQ, FastAPI microservices, React, Docker, MS SQL, Azure. • Algorithmic Trading Platform: Created a multi-tenant SaaS delivering real-time buy/sell signals for US equity indices using transformer-based time series forecasting (LSTM, GRU, hybrid ARIMA-LSTM models) with Prophet. Integrated agentic AI for market analysis and trade execution decisions. Technologies: Python, FastAPI, React, PostgreSQL, Redis, LangGraph, Docker, Kubernetes, AWS with auto-scaling infrastructure. • ETRM Energy Trading System: Single-tenant platform managing position limits, trade surveillance, and OTC trades across ICE and CME exchanges. Integrated agentic AI capabilities for pattern recognition and risk assessment. Technologies: .NET Core, React, PostgreSQL, Kafka, Redis, LangChain, Pinecone, Docker, Azure. • Agentic RAG & MCP Systems: Implemented Model Context Protocol for an ATS platform and stock-forecasting bot, enabling intelligent context retrieval across distributed data sources. Used Pinecone, Milvus, Elasticsearch, and LlamaIndex for semantic search. Core Technical Expertise: • AI/ML Specializations: Multi-agent systems with high-level control (CrewAI, Google ADK, OpenAI Agents SDK) and low-level orchestration (LangGraph, custom frameworks for specialized workflows), LLM fine-tuning (PEFT, LoRA/QLoRA), RAG architectures, computer vision (YOLOv11/v12, OpenCV, MediaPipe), NLP (BERT, RoBERTa, spaCy, NLTK), time series forecasting, predictive modeling with TensorFlow and PyTorch. • Full-Stack Development: Frontend (React, Next.js, Redux/Zustand, MUI, Tailwind CSS), Backend (Python/FastAPI, Node.js/Express, .NET, PHP), APIs (REST, GraphQL, gRPC), real-time communication (WebSockets). • Cloud & Infrastructure: Multi-cloud expertise (AWS, Azure, GCP), infrastructure-as-code with Terraform, containerization (Docker, Kubernetes), serverless architectures, cost optimization strategies, VPS management with NGINX. • Data Layer: SQL databases (PostgreSQL, MS SQL, MySQL), NoSQL (MongoDB), vector databases (Pinecone, FAISS, Milvus), graph databases (Neo4j), ORMs (SQLAlchemy, Prisma), caching layers (Redis). • LLMOps & AI Platforms: Azure AI Foundry, AWS Bedrock, Google Vertex AI, OpenAI, Anthropic Claude, Gemini AI Studio, Hugging Face ecosystem, Unsloth, LLAMA4, Qwen, Gemma, platform orchestration tools. • Integrations & Automation: Slack, Discord, Telegram, Twilio, Trello, Google Sheets, Airtable, Make, n8n, Google Drive, etc. MS in Data Science and seven years of hands-on experience mean I approach problems holistically: understanding business requirements, designing scalable architectures, iterating based on real-world metrics. #AI-Solutions-Architect