✅ $60K+ Total earnings ✅8+ Years experience as Fullstack Developer ✅ 28+ Projects Completed. ✅Top Rated Plus. ✅ 98% Job Success Rate ✅40hrs/week available✅ 4+ AI/ML Integrations 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭 / 𝐕𝐨𝐢𝐜𝐞 𝐀𝐠𝐞𝐧𝐭𝐬: 𝐂𝐫𝐞𝐰𝐀𝐈 / 𝐀𝐮𝐭𝐨𝐆𝐞𝐧 / 𝐀𝐦𝐚𝐳𝐨𝐧 𝐏𝐨𝐥𝐥𝐲 / 𝐃𝐞𝐞𝐩𝐠𝐫𝐚𝐦 / 𝐑𝐚𝐬𝐚 𝐀𝐈 / 𝐑𝐢𝐯𝐞𝐫𝐬𝐢𝐝𝐞 𝐒𝐃𝐊 / 𝐀𝐳𝐮𝐫𝐞 𝐀𝐈 𝐒𝐩𝐞𝐞𝐜𝐡/𝐋𝐋𝐌 𝐅𝐢𝐧𝐞𝐭𝐮𝐧𝐢𝐧𝐠: 𝐔𝐬𝐢𝐧𝐠 𝐏𝐄𝐅𝐓 / 𝐋𝐨𝐑𝐀 / 𝐐𝐋𝐨𝐑𝐀 / 𝐑𝐋𝐇𝐅 / 𝐃𝐏𝐎 / 𝐒𝐅𝐓 𝐰𝐢𝐭𝐡 𝐔𝐧𝐬𝐥𝐨𝐭𝐡 / 𝐀𝐱𝐨𝐥𝐨𝐭𝐥 / 𝐇𝐮𝐠𝐠𝐢𝐧𝐠𝐅𝐚𝐜𝐞 𝐀𝐮𝐭𝐨𝐓𝐫𝐚𝐢𝐧 / 𝐒𝐚𝐠𝐞𝐌𝐚𝐤𝐞𝐫 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠/𝐎𝐩𝐞𝐧-𝐒𝐨𝐮𝐫𝐜𝐞 𝐋𝐋𝐌𝐬: 𝐋𝐋𝐀𝐌𝐀 𝟑 / 𝐌𝐢𝐬𝐭𝐫𝐚𝐥 𝟕𝐁 / 𝐌𝐢𝐱𝐭𝐫𝐚𝐥 𝟖𝐱𝟕𝐁 / 𝐅𝐚𝐥𝐜𝐨𝐧 / 𝐆𝐞𝐦𝐦𝐚 / 𝐁𝐥𝐨𝐨𝐦 / 𝐎𝐫𝐜𝐚 𝐌𝐢𝐧𝐢 / 𝐆𝐮𝐚𝐧𝐚𝐜𝐨/𝐅𝐚𝐬𝐭 𝐈𝐧𝐟𝐞𝐫𝐞𝐧𝐜𝐞: 𝐯𝐋𝐋𝐌 / 𝐓𝐆𝐈 / 𝐓𝐞𝐧𝐬𝐨𝐫𝐑𝐓-𝐋𝐋𝐌 / 𝐒𝐊𝐏𝐢𝐥𝐨𝐭/𝐏𝐫𝐨𝐦𝐩𝐭 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠: 𝐌𝐮𝐥𝐭𝐢-𝐭𝐮𝐫𝐧 / 𝐅𝐞𝐰-𝐬𝐡𝐨𝐭 / 𝐙𝐞𝐫𝐨-𝐬𝐡𝐨𝐭 / 𝐑𝐀𝐆-𝐁𝐚𝐬𝐞𝐝 / 𝐏𝐫𝐨𝐠𝐫𝐚𝐦𝐦𝐚𝐛𝐥𝐞 𝐏𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬/𝐐𝐮𝐚𝐧𝐭𝐢𝐳𝐚𝐭𝐢𝐨𝐧: 𝐀𝐖𝐐 / 𝐆𝐏𝐓𝐐 / 𝐆𝐆𝐔𝐅 / 𝐆𝐆𝐌𝐋 / 𝐐𝐋𝐎𝐑𝐀 / 𝐏𝐓𝐐 / 𝐃𝐐/𝐑𝐀𝐆 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 & 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞𝐬: 𝐋𝐚𝐧𝐠𝐂𝐡𝐚𝐢𝐧 / 𝐋𝐥𝐚𝐦𝐚𝐈𝐧𝐝𝐞𝐱 / 𝐂𝐡𝐫𝐨𝐦𝐚 / 𝐅𝐀𝐈𝐒𝐒 / 𝐏𝐢𝐧𝐞𝐜𝐨𝐧𝐞 / 𝐐𝐝𝐫𝐚𝐧𝐭 / 𝐖𝐞𝐚𝐯𝐢𝐚𝐭𝐞 / 𝐌𝐢𝐥𝐯𝐮𝐬 Greetings! I am Sonam, a seasoned developer with over 8+ years of experience in web application and software development. Working with LLMs for the past 8+ years and have good expertise in AI Agents development using langchain, LlamaIndex, and LLMs like Claude, GPT4o, Amazon Bedrock, Ollama 🔹 AI Agents / Voice Agents: CrewAI, AutoGen, Amazon Polly, Deepgram, Rasa AI 🔹 LLM Fine-tuning: PEFT, LoRA, QLoRA, RLHF, DPO with Unsloth, Axolotl, HuggingFace AutoTrain 🔹 Open-Source LLMs: LLaMA 3, Mistral 7B, Mixtral 8×7B, Falcon, Gemma 🔹 Inference Optimization: vLLM, TGI, TensorRT-LLM 🔹 Prompt Engineering: Multi-turn, Few-shot, Zero-shot, RAG-based prompts 🔹 Quantization: AWQ, GPTQ, GGUF, GGML 🔹 RAG Systems: LangChain, LlamaIndex, ChromaDB, FAISS, Pinecone, Qdrant 🔹 Data Pipeline: Synthetic dataset generation, LLM evaluation frameworks 🔹 LLM Deployment: AWS Sagemaker, RunPod, GCP AI Platform, Vercel AI SDK 🖥️ 𝗕𝗮𝗰𝗸𝗲𝗻𝗱 𝗦𝗸𝗶𝗹𝗹𝘀: 🔹 Proficient in Node.js, Express.js, Python, Django, Flask, AWS Lambda for backend API. 🔹 Experienced with relational & NoSQL databases: MySQL, PostgreSQL, MongoDB, Firebase, Firestore. 🔹 Skilled in Python FastAPI, REST API, GraphQL API development, and database schema design. 🔹 Knowledgeable in Redis, Docker, Kubernetes, AWS EC2, S3, Nginx for scalable infrastructure. 🔹 Experienced with Nest.js for enterprise-grade server-side applications. 🔹 LangChain, LangServe, LangSmith, HuggingFace, Transformers for AI/LLM integrations. 🔹 Vector Databases: Chroma, FAISS, Pinecone, Qdrant for RAG pipelines. 🔹 Low-code AI tools: Flowise AI, LangFlow, StackAI for rapid prototyping. 🔹 Familiar with Celery task queues, testing frameworks (Pytest, Unittest), and automation tools like Selenium. 🌐 𝗙𝗿𝗼𝗻𝘁𝗲𝗻𝗱 𝗦𝗸𝗶𝗹𝗹𝘀: 🔹 Proficient in TypeScript, Redux Toolkit, Tailwind CSS with Next.js for high-performance frontends. 🔹 Skilled in building Progressive Web Apps (PWA) and Single Page Applications (SPA). 🔹 Expert in Vue.js, Nuxt.js, React.js, Next.js, HTML5, CSS3, React Native for responsive and cross-platform UIs. 🛠️ 𝗧𝗼𝗼𝗹𝘀 & 𝗧𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲𝘀: 🔹 Skilled in Python ML libraries: Scikit-learn, Numpy, Pandas, Matplotlib, Seaborn. 🔹 Familiar with OpenAI APIs, Whisper, GPT models, ChatGPT integration, and AI chatbot deployment. 🔹 Experienced with AWS (Lambda, S3, EC2, Sagemaker), Git/GitHub, and Linux environments (Ubuntu, CentOS). 🌟 𝗔𝗱𝘃𝗮𝗻𝗰𝗲𝗱 𝗔𝗜 & 𝗟𝗟𝗠 𝗦𝗸𝗶𝗹𝗹𝘀: 🔹 AI Agents / Voice Assistants: CrewAI, AutoGen, Amazon Polly, Deepgram, Rasa AI. 🔹 Open-Source LLMs: LLaMA 3, Mistral 7B, Mixtral 8×7B, Falcon, Gemma. 🔹 Inference Optimization: vLLM, TGI, TensorRT-LLM for high-speed deployments. 🔹 Prompt Engineering: Multi-turn, Few-shot, Zero-shot, RAG-based prompts. 🔹 Quantization: AWQ, GPTQ, GGUF, GGML for efficient LLM deployment. 🔹 LLM Fine-tuning: PEFT, LoRA, QLoRA, RLHF, DPO with Unsloth, Axolotl, H My expertise spans both frontend and backend technologies, as well as a variety of tools and additional skills that enable me to deliver comprehensive solutions. I am dedicated to providing high-quality, efficient solutions that cater to the unique needs of each project. My diverse skill set allows me to approach challenges from multiple angles, ensuring robust and innovative solutions. Warm regards, Sonam

Hello, I am Muhammad Idrees an AI Engineer, AI Automation Expert, and AI Consultant helping startups and growing companies implement AI agents, AI workflow automation, Voice AI Agents and scalable intelligent systems that reduce operational workload and increase measurable ROI. I design automation that doesn’t just “connect apps” it replaces repetitive work, strengthens revenue pipelines, and creates infrastructure that scales with your business. 𝐖𝐡𝐚𝐭 𝐈 𝐇𝐞𝐥𝐩 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬𝐞𝐬 𝐀𝐜𝐡𝐢𝐞𝐯𝐞 ✔ Eliminate manual processes with business process automation ✔ Increase sales efficiency through CRM automation & lead generation automation ✔ Deploy intelligent assistants using AI chatbot development & conversational AI ✔ Build scalable operations with AI integration & SaaS automation ✔ Implement production-ready systems using LLM development & OpenAI API integration From n8n automation workflows to advanced Zapier integration and Make com automation, I build intelligent automation ecosystems tailored to real business impact. 🚀 𝐂𝐥𝐢𝐞𝐧𝐭 𝐏𝐫𝐨𝐣𝐞𝐜𝐭 𝐑𝐞𝐬𝐮𝐥𝐭𝐬 🔹 𝐀𝐈-𝐏𝐨𝐰𝐞𝐫𝐞𝐝 𝐋𝐞𝐚𝐝 & 𝐂𝐑𝐌 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐒𝐲𝐬𝐭𝐞𝐦 Designed an end-to-end automation engine integrating AI agents with CRM and email systems. Results: 60% reduction in manual lead processing 3x faster response time Increased sales conversion rates Fully automated lead routing & follow-up system 🔹 𝐀𝐈 𝐂𝐡𝐚𝐭𝐛𝐨𝐭 & 𝐌𝐮𝐥𝐭𝐢-𝐀𝐠𝐞𝐧𝐭 𝐒𝐮𝐩𝐩𝐨𝐫𝐭 𝐒𝐲𝐬𝐭𝐞𝐦 Developed a conversational AI assistant with document intelligence and CRM integration. Results: Automated 70% of support queries Reduced support workload significantly Improved response consistency Scalable AI-powered customer operations 🔹 𝐀𝐈-𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐞𝐝 𝐒𝐚𝐚𝐒 𝐏𝐥𝐚𝐭𝐟𝐨𝐫𝐦 Architected a scalable SaaS MVP with built-in AI automation and subscription billing. Results: Accelerated MVP launch timeline Automated backend workflows Implemented AI-driven decision support Built scalable, production-ready AI infrastructure 𝐌𝐲 𝐂𝐨𝐫𝐞 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 AI Agents & Multi Agent Systems Generative AI Developer & LLM Developer AI Workflow Automation & Intelligent Automation n8n Automation Specialist Zapier Developer & Zapier Automation Make com Automation Expert API Integration & AI Tools Integration Data Extraction AI & Document Processing AI Enterprise AI Solutions & End-to-End AI Project Implementation 𝐓𝐞𝐜𝐡 𝐒𝐭𝐚𝐜𝐤 / 𝐂𝐨𝐫𝐞 𝐒𝐤𝐢𝐥𝐥𝐬 AI-Assisted Dev Tools: Antigravity, Cursor, Windsurf, GitHub Copilot, Replit, Claude Code, OpenClaw. AI / ML & LLMs: GPT-5, GPT-4o, Claude, Llama 3, TensorFlow, PyTorch, Hugging Face Transformers, LlamaIndex, Prompt Engineering AI Agents & AI Automation: OpenAI Agent SDK, OpenClaw, LangChain, Flowise, Ray, Crew AI, Autogen, Multi-Agent Frameworks, Agentic AI, RAG Pipelines AI Chatbots & AI Voice Agents: Vapi, Deepgram, ElevenLabs, Whisper, Conversational AI, Text-to-Speech, Speech-to-Text. Frontend/Backend: React.js, Next.js, Tailwind, React Native, FastAPI, Django Vector Databases: Pinecone, Qdrant, Weaviate, Milvus, PostgreSQL, MySQL, MongoDB, Pandas, NumPy, Real-time Analytics Cloud/DevOps: AWS, Azure, GCP, Docker, Kubernetes, Dapr, CI/CD, Workflow Orchestration, Redis, Celery Integrations & APIs: REST, GraphQL, CRMs (HubSpot, Salesforce), ERPs, Firebase, Slack AI Applications & AI Consulting: Generative AI, AI Agents, AI Automation, AI Workflows, AI-Powered Search, Document & PDF Q&A, and AI Content Generation. I don’t build fragile automations. I design scalable AI systems architecture aligned with your long-term growth. 𝐖𝐡𝐨 𝐈 𝐖𝐨𝐫𝐤 𝐖𝐢𝐭𝐡 SaaS founders Agencies automating client fulfillment Sales & operations teams Businesses ready for AI-driven digital transformation If you’re looking for: • An AI automation expert who understands business impact • An AI consultant focused on ROI-driven automation • An AI engineer delivering production-ready systems • An AI integration specialist who connects everything seamlessly Let’s build an intelligent system that works for you 24/7. 💬 Send a message and let’s discuss how AI can streamline and scale your operations.

✅ Available now | Committed to client success | Reliable ongoing support I am an AI/ML Full Stack Engineer with deep expertise in building intelligent, production ready solutions using advanced machine learning, deep learning, and large language models. My focus is on creating fast, scalable systems that seamlessly integrate into real world products whether that’s chatbots, AI assistants, or voice-enabled agents. ✅ Core AI and Machine Learning Regression, classification, clustering, CNNs, RNNs, and attention based models Frameworks: PyTorch, TensorFlow, Keras, Scikit learn, XGBoost MLOps: model training, fine tuning, optimization, CI/CD pipelines, Docker, Kubernetes ✅ Large Language Models and Generative AI Models: GPT-4, GPT-3.5, Claude, LLaMA, Mixtral, Falcon, T5, BERT Platforms: OpenAI, Hugging Face, Cohere, Replicate Expertise: conversational AI, RAG pipelines, embeddings, summarization, Q&A, intelligent AI agents with memory Modalities: text to text, speech to text (Whisper, Google Speech API), text to speech (ElevenLabs, Bark, Tortoise), text to image (Stable Diffusion, ControlNet) ✅ Conversational AI and Voice Solutions Custom chatbots and AI assistants with multi turn memory and persona design Voice enabled AI agents for transcription, call automation, and cloned voices Omnichannel bot integration with Slack, Discord, WhatsApp, Google Workspace, Twilio ✅ Computer Vision Applications Technologies: YOLOv5/v8, OpenCV, Detectron2, MediaPipe, Dlib Solutions: object detection, facial recognition, OCR, pose estimation, real time image analytics ✅ Full Stack Engineering Backend: FastAPI, Flask, Node.js Frontend: React, Next.js, Tailwind, Flutterflow Integration: REST APIs, webhooks, streaming endpoints, LangChain, Pinecone, ChromaDB ✅ Data Engineering and Analysis Tools: Pandas, NumPy, SQL, Dask, Apache Spark, Airflow Workflows: data cleaning, preprocessing, ETL pipelines, feature engineering ✅ Cloud and Deployment Platforms: AWS (S3, EC2, Lambda, SageMaker), Azure ML, GCP Vertex AI DevOps: Docker, Terraform, GitHub Actions, CI/CD, monitoring and logging ✅ Industry Use Cases -AI assistants and chatbots for customer support and lead generation -Voice and speech solutions, including transcription, interactive bots, and cloned voices -E-commerce AI: recommendation systems, visual search, inventory forecasting -Document intelligence: summarization, compliance automation, smart analyzers -AI copilots for email, documentation, and enterprise workflows -AI-driven web applications in FinTech, HealthTech, Real Estate, and more Let’s connect and bring your vision to life with tailored, high impact AI solutions.

I’m an AI & Machine Learning Developer with 5+ years of experience building practical, real-world AI solutions across healthcare, education, tourism, SaaS, and business automation. My work focuses on turning messy, manual processes into smart, AI-powered systems that save time, reduce effort, and improve results. ⭐ Areas I Specialize In AI agents & AI automation AI chatbot development (ChatGPT & custom LLMs) Machine learning model development & optimization Generative AI & LLM application development RAG systems & vector database integration OpenAI API integration & LangChain n8n workflow automation End-to-end AI app development (Python, Django, React) If you need someone to implement AI the right way — practical, maintainable, and business-focused — I can help. 🛠 What I Can Help You Build AI Agents & Automation custom ai agents for research, support, operations multi-step ai workflow automation task orchestration using n8n, LangChain, APIs document processing & AI summaries Conversational AI / Chatbots ai chatbot development chatgpt developer / openai developer work knowledge-base assistants using RAG website, WhatsApp, CRM or support chatbots Machine Learning & Generative AI ML model training & tuning embeddings, classification, recommendation systems rag developer workflows vector database setups: Pinecone, Weaviate, Chroma Integrations & Applications openai api integration full-stack ai app development dashboards and admin portals (React + Django) business process automation via n8n automation Sample Project Examples 1️⃣ AI Claim-Review Assistant (Healthcare) Built an ai agent to read clinical documents, summarize notes, and highlight missing details before claim submission. Results: 40–60% reduction in manual review effort fewer rejected claims connected to CRM via openai api integration Stack: Python, LangChain, RAG, vector database, Django, n8n. 2️⃣ University Student Support Chatbot Created an AI chatbot to answer admission questions, fee info, deadlines, and program details. handled 60–75% queries automatically reduced support workload integrated with portal & CRM Tech: OpenAI, React, Django, vector database, AI integrations. 3️⃣ Tourism Lead Automation System Developed ai workflow automation connecting website forms, email, WhatsApp, and CRM using n8n. auto-qualified leads AI-generated follow-ups real-time CRM syncing Result: better response time + higher conversions. 👥 Why Clients Like Working With Me ✔ Practical, implementation-focused approach ✔ Ability to explain AI in simple terms ✔ Clean, maintainable code ✔ Consistent communication and updates ✔ Focus on solving real business problems — not just “adding AI” If you’re looking for a machine learning developer, generative ai developer, ai agent developer, or llm developer who delivers reliable results — let’s connect. Send an invite — happy to discuss your project. 🚀

Dear Clients, I am Amit Kumar, CEO & Co-founder of Orion eSolutions, headquartered in Toronto, Canada. With over 15 years of entrepreneurial experience, I lead a team of over 150 professionals at our AI Development and Custom Application Development company. Our expertise spans Custom Software Development, Artificial Intelligence and Machine Learning, On-Demand Software Engineers, certified DevOps consultants, and QA Engineers, tailored to meet the unique needs of each project. At Orion eSolutions, we harness the power of AI, Machine Learning (ML), and AI Agents to deliver cutting-edge solutions that transform businesses. Our AI techniques provide innovative approaches for end-to-end product development and IT staff augmentation, ensuring your business stays ahead of the curve. Our talent pool includes experts in the following technologies: - Artificial Intelligence & Machine Learning: AI algorithm development, ML model training and deployment, Natural Language Processing (NLP), Computer Vision, Predictive Analytics, AI-Powered Chatbots and Voice Assistants - Backend Development: ASP.NET, Dotnet Core, Java, Laravel, Node.JS, Python, Django - Frontend Development: Angular, React.JS, Vue.JS, HTML, UX Specialists - DevOps & Cloud Services: Kubernetes, Terraform, AWS, Azure, GCP, VM Ware, Heroku, OpenStack - Managed IT Services: IT Security, Network & Server Management (Linux/Windows), Server Application, - Database Management & Monitoring - Mobile Development: Native iOS, Native Android, Ionic, Flutter, React Native - Quality Assurance: Functional Testing, Non-Functional Testing, Specialized Testing Services, Test Automation - UI/UX Design: Research, User Experience (UX) Design, User Interface (UI) Design, Product Redesign Services, Brand Design Our AI and ML capabilities are showcased in our AI-powered agents at voagents.ai, which provide seamless voice and text interactions for scheduling, customer support, and more. Contracts are managed through our North American entities, ensuring full accountability. We offer the option for physical meetings with our staff in the USA/Canada to secure contracts. Let's talk about your project. - Amit Kumar CEO, Orion eSolutions Inc.

I am the Founder and AI Architect of an applied AI consultancy (Vantablan) where we design and deploy production grade machine learning systems that actually run in real environments. I personally lead the technical architecture and delivery, and we have over 4 years of hands on experience building computer vision and generative AI systems across sports analytics, healthcare, e commerce, and SaaS products. Our work is end to end. We take ownership from problem definition to deployment and long term stability. On the computer vision side, we build full pipelines around object detection, instance segmentation, pose estimation, and identity recognition. These systems run on live video streams and real world inputs, not research demos. I design the core model architecture and inference logic, while we optimize pipelines using PyTorch based models, YOLO style detectors, OpenCV, and modular deployment stacks focused on speed and reliability. In generative AI, we work on LLM fine tuning, controlled generation systems, and diffusion based pipelines used for automation, internal tooling, and content workflows. I stay closely involved in prompt design, evaluation logic, and model selection to ensure outputs are predictable and usable in production. We do not build demo chatbots. We build systems that plug directly into products. Beyond modeling, we own the AI infrastructure. I handle system design while we implement training pipelines, CI CD workflows, containerized deployments, and monitoring across AWS, GCP, and Azure so models ship cleanly and remain stable after launch. I also bring a strong research background with published work in deep learning and reinforcement learning, which informs our design decisions when rigor is required. Still, our priority is simple. Build systems that work, scale, and deliver measurable outcomes. Clients work with us when they need a team that can own the AI side of their product, make architectural calls, and deliver without hand holding.

𝗔𝗜 𝗦𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁 | 𝗛𝗲𝗮𝗹𝘁𝗵𝗰𝗮𝗿𝗲 𝗔𝗜 𝗘𝘅𝗽𝗲𝗿𝘁 | 𝗙𝘂𝗹𝗹-𝗦𝘁𝗮𝗰𝗸 𝗣𝗿𝗼𝗱𝘂𝗰𝘁 𝗦𝘁𝗿𝗮𝘁𝗲𝗴𝗶𝘀𝘁 | 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀 | 𝗠𝗼𝗯𝗶𝗹𝗲 𝗔𝗽𝗽𝘀 | 𝗛𝗜𝗣𝗔𝗔 | 𝗡𝗲𝘅𝘁.𝗷𝘀, 𝗥𝗲𝗮𝗰𝘁, 𝗣𝘆𝘁𝗵𝗼𝗻, 𝗙𝗮𝘀𝘁𝗔𝗣𝗜, 𝗔𝗪𝗦 I help startups, healthcare organizations, and enterprises design, build, and scale AI-powered SaaS platforms, mobile applications, healthcare solutions, automation systems, and enterprise software products. Over the years, I’ve worked across AI, SaaS, Healthcare, Enterprise Systems, FinTech, Real Estate, Marketplaces, EdTech, Sports, and other high-growth industries, helping businesses transform ideas into scalable, production-ready products. 𝗧𝗵𝗮𝘁’𝘀 𝘄𝗵𝗲𝗿𝗲 𝗜 𝗮𝗱𝗱 𝘃𝗮𝗹𝘂𝗲. I combine product strategy, software architecture, AI expertise, and full-stack engineering to help founders and organizations launch products faster while building the right foundation for long-term growth. 𝗪𝗶𝘁𝗵 𝟮𝟬+ 𝘆𝗲𝗮𝗿𝘀 𝗼𝗳 𝗲𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲 𝗮𝗻𝗱 𝟭𝟬𝟬+ 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝘀 𝗱𝗲𝗹𝗶𝘃𝗲𝗿𝗲𝗱, 𝗜 𝗵𝗲𝗹𝗽 𝗰𝗹𝗶𝗲𝗻𝘁𝘀: • Build AI-powered SaaS platforms from concept to launch • Design scalable web and mobile applications • Develop AI agents, copilots, and workflow automation systems • Build HIPAA-compliant healthcare and telehealth solutions • Create enterprise-grade software platforms and internal tools • Modernize legacy systems and improve scalability • Architect secure APIs, integrations, and cloud infrastructure • Lead MVP development, product validation, and growth planning • Scale products from early-stage startup to enterprise readiness 𝗜’𝘃𝗲 𝗵𝗲𝗹𝗽𝗲𝗱 𝗯𝘂𝗶𝗹𝗱: • AI Research & Knowledge Platforms • Healthcare & Telehealth Systems • AI Voice & IVR Solutions • AI Agents & Automation Platforms • FinTech & Payment Applications • Subscription-Based SaaS Products • Enterprise Workflow Platforms • Marketplaces & On-Demand Apps • Sports Analytics & Community Platforms • AR/VR & Immersive Experiences 𝗖𝗼𝗿𝗲 𝗘𝘅𝗽𝗲𝗿𝘁𝗶𝘀𝗲: • AI Agents & Workflow Automation • AI SaaS Product Development • Healthcare AI & HIPAA-Compliant Systems • Full-Stack Web & Mobile Development • SaaS Architecture & Product Strategy • Enterprise Software Solutions • API Development & Systems Integration • Cloud Architecture & Scalability • MVP Development & Product Validation • Technical Leadership & Solution Architecture 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸: • AI/ML: OpenAI, Claude, Gemini, LangChain, RAG, Vector Databases • Frontend: React, Next.js, TypeScript • Mobile: React Native, iOS, Android • Backend: Node.js, Python, FastAPI, Express.js • Database: PostgreSQL, MySQL, MongoDB, Redis • Cloud: AWS, Docker, Kubernetes, CI/CD • Integrations: Stripe, Twilio, EHR/EMR, Payment Gateways, Third-Party APIs 𝗪𝗵𝗮𝘁 𝗖𝗹𝗶𝗲𝗻𝘁𝘀 𝗧𝘆𝗽𝗶𝗰𝗮𝗹𝗹𝘆 𝗛𝗶𝗿𝗲 𝗠𝗲 𝗙𝗼𝗿: • “We need an experienced partner to build our SaaS product.” • “We need an AI agent or automation platform.” • “We need a HIPAA-compliant healthcare solution.” • “We need help turning our MVP into a scalable product.” • “We need a technical leader who can own architecture decisions.” • “We need a full-stack team that understands both product and engineering.” • “We need help integrating AI into our existing platform.” • “We need an enterprise-grade solution that can scale.” 𝗠𝘆 𝗮𝗽𝗽𝗿𝗼𝗮𝗰𝗵 𝗴𝗼𝗲𝘀 𝗯𝗲𝘆𝗼𝗻𝗱 𝗰𝗼𝗱𝗶𝗻𝗴. I focus on product thinking, business goals, user experience, technical scalability, compliance requirements, and long-term maintainability to ensure the solutions we build create measurable business value. Whether you're launching a new product, scaling a platform, integrating AI, or building a healthcare solution, I can help you validate the right approach, avoid costly mistakes, and create a clear path forward. Reach out to discuss your goals and challenges, and we'll identify practical solutions and the best strategy for success.

AI expert specialising in product building. With 5+ years of experience in AI/LLM and React+Django+AWS deployment. Well versed with Product Building and Machine Learning, Data processing With 4 years of professional experience as an AI Engineer, I specialize in building and deploying advanced AI solutions across multiple domains, including Natural Language Processing (NLP),Computer Vision and Deep Learning. I have successfully applied AI to revolutionize sectors such as ecommerce, academia, and industry by automating data annotation, optimizing model deployment processes, and creating innovative AI-driven applications. 🛠️ Skills & Expertise: - Programming Languages: Python - Frameworks: TensorFlow, PyTorch - Libraries: Transformers, Matplotlib, Pandas, NumPy, Scikit-Learn, PIL, Tesseract, EasyOCR, PaddleOCR - AI Techniques: EDA & Dataset Preprocessing, Transfer Learning, Model Fine-Tuning, Machine Learning (SVM, KNN, Regression, Decision Trees, Random Forest, Ensemble, Time Series), Deep Learning (ANN, CNN, YOLO, LSTMs, RNNs), OCR, Generative Models (Inpainting, Stable Diffusion, DALL-E, StyleGAN, Lora), Text-to-Speech & Speech-to-Text Models, LLMs (LangChain, LLaMA, BERT, OpenAI API, Prompt Engineering, GPT Fine-Tuning, Gemini, Mistral, Retrieval-Augmented Generation - RAG), NLP (Spacy, NLTK, NER, word2Vec, TF-IDF, Transformers) - Tools: Anaconda, Docker, GitHub - Cloud Services: GCP (Vertex AI, BigQuery, AutoML, DialogueFlow, Apache Beam), AWS (S3 Bucket, SageMaker, EC2 instance) - API Development: Flask and FastAPI - UI Development: Streamlit, HTML/CSS, JSS, Webflow - Databases: Vector Database (Pinecone, ChromDB, mangoDB), SQL (PostgreSQL, MySQL) - Operating Systems: Windows, Linux, MacOS 💻 Highlighted Projects: - Hugging Face LLM Models Merging: Integrated and fine-tuned multiple LLM models for specialized text processing tasks. - E-commerce Website AI automation: Automated data addition to ecommerce website - Low latency voice to text: Created a robust solution to extract text from voice in real-time. - German Invoice Data Extraction: Automated the extraction and processing of data from German invoices using OCR and NLP techniques. - Solar panel defect Detection: Deployed a deep learning model for detection defective solar cells - Number Plate Detection: Created a system for detecting and recognizing vehicle number plates for security and monitoring purposes. - Handwritten Descriptive Answer Evaluation: Automated the evaluation of handwritten descriptive answers in exams. - Handwritten MCQs Detection: Built a system to detect and score handwritten multiple-choice answers. 🚀 Key Strengths: - Efficient and Clean Code - Excellent Communication - Timely Delivery - Client Satisfaction Ready to bring your vision to life? Let's make it happen together! 🌟 Why Choose Me? 📈 Business Growth: By leveraging the latest technologies and best practices, I ensure your business solutions are scalable and future-proof. 🤝 Collaborative Approach: I believe in a collaborative approach, working closely with you to understand your needs and deliver tailored solutions. 🔍 Attention to Detail: My meticulous attention to detail ensures that every project is delivered to the highest standard. 💬 Clear Communication: Transparent and regular communication to keep you updated on the progress and ensure we’re always on the same page. Let's Collaborate! If you're looking for a dedicated professional to help your business grow and succeed, let's connect! Together, we can turn your vision into a reality and achieve great results.

I help businesses build practical AI automation systems: AI agents, data extraction pipelines, document workflows, and LLM integrations that connect to real business tools. I work as part of the Businessware Technologies team, with a focus on AI-based data extraction, AI agents, workflow automation, and business process pipelines. Most of my work is not about isolated AI demos. It is about connecting AI models, scripts, APIs, databases, spreadsheets, CRMs, ERPs, document stores, and internal tools into workflows that save time, reduce manual work, and give teams cleaner structured data. My main specialization is AI automation for real business operations: extracting data from PDFs, invoices, forms, emails, resumes, price lists, scheduling orders, proposals, and other semi-structured documents; validating and normalizing the extracted data; building human-in-the-loop review flows; and connecting AI outputs to Excel, Google Sheets, SharePoint, internal databases, APIs, CRMs, ERPs, n8n workflows, and other business systems. I have worked on projects involving AI quotation automation for maritime supply operations, n8n-based business process automation, document processing and data management, scheduling order extraction, resume sourcing, price-change automation, AI output formatting, RAG/vector search, and computer vision / pose estimation. This gives me a practical view of where AI is useful, where it needs validation, and how to build workflows that business users can actually rely on. Typical work includes: * AI agents and LLM-based workflow automation * AI data extraction from PDFs, emails, spreadsheets, and business documents * OCR / document processing / IDP pipelines * RAG, vector search, and internal knowledge workflows * n8n automation and API integrations * Python backend scripts and data processing tools * Human-in-the-loop review dashboards and validation flows * Structured outputs in Excel, CSV, JSON, databases, PDF, PPT, or APIs * Integration with CRMs, ERPs, SharePoint, Google Drive, internal systems, and cloud services The stack depends on the task, but often includes Python, FastAPI, OpenAI, Gemini, Claude, LangChain, vector databases, OCR tools, Azure AI services, Google Document AI, AWS Textract, n8n, REST APIs, Excel automation, and cloud deployment. I value clear scope, transparent communication, and practical delivery. Before building, I try to understand the business process, the source documents, the edge cases, the users, and the expected output. This helps avoid fragile prototypes and deliver automation that fits the real workflow.

🎯 I'm a Mechatronics and Robotics Engineer who combines Mechanical Engineering, Electronic Engineering and Software Development to drive efficient end to end product/prototype development. My approach combines strong theoretical foundations with hands-on project experience, ensuring robust, efficient, and well-documented solutions are delivered. ☎️ Contact me for a ꜰʀᴇᴇ ᴠɪᴅᴇᴏ ᴄᴀʟʟ to discuss your project. Core Expertise: 🔵 Mechanical Engineering & CAD 🟣 Electronics & Custom PCB Design 🟠 Robotics & Mechatronics What Makes Me Different ✔️ Multi-disciplinary - mechanical + electronics + firmware as one system ✔️ UK Ltd with regulated PII insurance ✔️ Top Rated Plus, 100% JSS across 50 contracts ✔️ Discrete specialist work welcome I operate through H. Nanda Engineering Solutions Ltd, a UK-registered limited company. The company maintains UK-regulated professional indemnity insurance, providing clients with the reassurance that all projects are delivered with professionalism, accountability, and to a high standard 🔒 TOOLS, PLATFORMS & CAPABILITIES: Mechanical Engineering, CAD, Fusion 360, SolidWorks, enclosure design, mechanism design, sheet metal, DFM, DFA, 3D printing, injection-mould-ready parts, Electronics, Custom PCB Design, Schematic and layout, mixed-signal PCB, multilayer boards, sensor electronics, power electronics, motor driver circuits, EMC, KiCad, Altium Designer, Embedded Systems, Firmware, STM32, ESP32, Arduino, ARM Cortex, embedded C, C++, MicroPython, RTOS, BLE, Wi-Fi, LoRa, MQTT, CAN bus, I2C, SPI, UART, low-power design, OTA updates, Robotics, Mechatronics, ROS, ROS2, Gazebo, SLAM, Nav2, MoveIt, LiDAR, IMU, sensor fusion, computer vision, manipulator and gripper design, AGV, AMR, cobot integration, industrial automation, Industry 4.0, Control Systems, Simulation, MATLAB, Simulink, Unreal Engine, dynamic modelling, PID, LQR, state-space, MPC, motor control (BLDC, stepper, servo), digital twin, model-based design, IoT, Connected Hardware, End-to-end IoT product builds, telemetry, smart sensors, companion apps, web dashboards, edge devices on Raspberry Pi and NVIDIA Jetson, AI in Hardware, Edge AI on STM32 and Jetson, computer vision on devices, perception for robotics, TensorFlow, PyTorch, OpenCV.