🏅 Top Rated Plus | 100% Job Success | 🚀 7+ years shipping production software Your team is burning $50K–$500K a year on work AI should already be doing. I build the systems that reclaim it: I pinpoint the waste, automate it, and ship it to production. Not prototypes, not demos, real systems running 24/7. I'm an AI Developer and AI-powered Full Stack Engineer with a strong machine learning foundation, and I lead a team that takes extreme ownership of what we ship. As an AI Developer, I take projects from idea to production: AI architecture, AI agents, agentic workflows, and RAG pipelines, grounded in real machine learning rather than wrappers. As a Full Stack and Web Developer, I build the product around them in React, Node, and Python. And as an AWS architect, I deploy and harden everything with observability, security, and cost optimization, so you get an AI system that ships fast and runs reliably in production. 🐾 Pet Health Care System — AI-native OS for vet hospitals; unifies scheduling, records, billing, imaging across 6–12 tools. Targets 40% of a vet's day lost to paperwork, $50K–$100K/yr no-show losses, 8–12% of procedures never invoiced. Built with Next.js, NestJS, PostgreSQL, Python AI and deployed on AWS Architecture. 🏨 Hotelly — All-in-one hotel ops platform: CRM, billing, tasks + Apple TV (tvOS) in-room entertainment. 70–95% less manual reset effort, 50–80% faster provisioning, 60–90% less admin time. Built with React, React Native, Node.js, PostgreSQL, deployed on AWS Architecture by AI Developers. 📄 DocuPulse — AI document intelligence inside Excel for finance & compliance teams. Processing 5–10 min → under 1 sec, 94% cost reduction, 88–99% accuracy. Built with React, Node, ElasticSearch, AWS. 🪟 Fenestra — AI order intelligence turning WhatsApp/emails into error-free POs in under 60 sec across 25,000+ SKUs. Live inventory checks, accurate orders before dispatch. Built with Next.js, NestJS, PostgreSQL, LangChain, Claude. 🛒 Smart Shop AI — Ecommerce intelligence unifying Shopify, Google Ads & Meta with a conversational AI analyst. Real-time insights, anomaly alerts, campaign recommendations. Built with NestJS, React, PostgreSQL, LangChain. Developed by a team of AI Developers and AWS Architects ✅ AI Agents & Agentic AI: As an AI Developer and agentic AI developer, I design AI agents and multi-agent systems that run agentic workflows across LangGraph, CrewAI, n8n, and Zapier, designed to scale operations without adding headcount. ✅ AI Voice & AI Chatbots: I build voice AI agents and conversational AI on the OpenAI Realtime API, LiveKit, ElevenLabs, Deepgram, and Whisper, plus WhatsApp, Telegram, and web chatbots wired to real business logic. ✅ RAG & LLM Engineering: I build hallucination-resistant RAG pipelines in Python over Pinecone, Weaviate, Qdrant, ChromaDB, LanceDB, and Amazon OpenSearch, using hybrid search, re-ranking, chunking, and embeddings. Also Deployed on AWS as a scalable AWS Architecture ✅ AI Orchestration: I orchestrate LLM applications in Python with LangChain, LangGraph, and LlamaIndex, connecting the OpenAI API, Anthropic Claude (Sonnet, Opus, Haiku), AWS Bedrock, and Vertex AI through MCP servers, function calling, and structured outputs. ✅ Machine Learning & Data Science: As a machine learning engineer working alongside data scientists, I take models across the full lifecycle, from data pipelines and feature engineering to training, evaluation, and deployment. ✅ Document Intelligence: I turn documents into answers with PDF parsing, OCR, and document Q&A over knowledge bases and ERP integrations. ✅ Prompt Engineering: I engineer reliable model behavior through system prompt architecture, chain-of-thought, and prompt chaining, then harden it with prompt optimization, evals, and guardrails. ✅ Generative AI Models: I work across GPT-4o, GPT-4 Turbo, o1, and o3, Claude Sonnet, Opus, and Haiku, Gemini 1.5 and 2.0, LLaMA, Mistral, and Whisper, picking the right model for each job. ✅ Full Stack & Web Development: As a full stack developer, web developer, and Python developer, I build full stack apps with React, Next.js, TypeScript, and Tailwind CSS on the front end, and Node.js, NestJS, Express, and Python (FastAPI, Django, Flask) on the back end, including work as an AI website developer and app developer building AI web apps around real product logic. ✅ AWS Architecture & Cloud: As an AWS cloud architect and AWS solutions architect, I handle AWS architecture end to end, deploying on AWS using Lambda, EC2, ECS, EKS, Fargate, S3, RDS, Aurora, DynamoDB, SQS, SNS, EventBridge, CloudFront, API Gateway, VPC, IAM, KMS, WAF, and Secrets Manager. AWS Certified Cloud Practitioner. ✅ No-Code & Workflow Automation: As an Airtable developer, I connect tools like Airtable, n8n, Zapier, and Make into automated workflows that move data and trigger actions automatically. 📩 Send me your project brief. I'll reply within 2 hours with a concrete action plan.

I help SaaS founders, enterprises, and fast-growing teams deploy production-grade AI systems that automate workflows, cut operational costs, and create measurable ROI. With deep expertise in AI Agents, RAG pipelines, and full-stack SaaS platforms, I architect and deliver solutions built on LangChain, LangGraph, OpenAI/Claude/Gemini, AWS Bedrock, FastAPI, React/Next.js, and enterprise cloud stacks (AWS/GCP/Vercel). ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ WHAT I BUILD ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ → AI Agents & Multi-Agent Systems Autonomous agents with tool use, memory, and orchestration via LangGraph and AutoGen — integrated into your CRMs, APIs, and internal workflows. → RAG Knowledge Chatbots AI assistants grounded in your docs, databases, and knowledge base for accurate, hallucination-free answers at scale. → Voice AI Pipelines End-to-end voice agents using VAPI, Twilio, and ElevenLabs for support automation, lead qualification, and outbound calling. → AI-Powered SaaS Development Full-stack SaaS platforms with auth, billing, dashboards, and AI modules — built in Next.js + FastAPI, ready to onboard real users from day one. → LLM Integration & Optimization Fine-tuned prompts, custom retrieval pipelines, eval frameworks, and cost/performance optimization for existing AI products. → Document Intelligence Pipelines Smart PDF/data processing for summarization, extraction, legal/contract review, and compliance automation. ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ TECH STACK ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ AI/LLM: LangChain, LangGraph, OpenAI (GPT-4o, o3), Claude 3.5, Gemini 2.5, AWS Bedrock, Hugging Face, DeepSeek Retrieval: Pinecone, Chroma, FAISS, Hybrid Search, vector embeddings, evals Voice: VAPI, Twilio, ElevenLabs Backend: Python, FastAPI, Node.js, REST APIs, WebSockets, Celery workers Frontend: React, Next.js, TypeScript, Tailwind CSS Data/Cloud: MongoDB, PostgreSQL, AWS, GCP, Vercel — CI/CD, security, scalability ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ RESULTS CLIENTS CARE ABOUT ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ - Chatbots handling 90%+ of routine queries → frees support teams, qualifies leads automatically - RAG systems reducing lookup time by up to 80% → precise, verifiable answers with source citations - AI SaaS MVPs delivered in weeks, not months → ready to onboard and charge real users - Automations cutting manual ops costs by 30–50% → reliable AI + workflow orchestration ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ HOW I WORK ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Discovery → Architecture → Delivery → Evaluation (with strict gates for accuracy, latency, and cost at each stage) - Business-first approach — I track KPIs like CSAT, AHT, conversion, and cost-to-serve - Clear communication and frequent demos — you see progress at every stage - Production-grade handover — scalable, documented, and maintainable code ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Ready to build something dependable? Tell me your goal — support automation, lead gen, knowledge retrieval, voice AI, or a full SaaS product — and I'll map the fastest path to measurable ROI.

𝐘𝐨𝐮𝐫 𝐢𝐝𝐞𝐚𝐬, 𝐚𝐦𝐩𝐥𝐢𝐟𝐢𝐞𝐝 As an AI/ML expert, I have a thorough understanding of Machine Learning, Data Analysis, and Statistical Modelling. I've been working in these disciplines for over 7 years and am committed to keeping up with the latest breakthroughs. My expertise is in creating and executing machine learning models, as well as using cloud services like GCP and AWS. Additionally, I have experience developing APIs using Flask, Django, and FastAPI. 𝐀 𝐟𝐞𝐰 𝐞𝐱𝐚𝐦𝐩𝐥𝐞𝐬 𝐨𝐟 𝐰𝐡𝐞𝐫𝐞 𝐈 𝐜𝐚𝐧 𝐡𝐞𝐥𝐩: - Custom GPT and OpenAI assistant workflows - RAG and internal knowledge assistants - AI chatbot and customer support workflows - AI agent and automation planning - Prompt audits, prompt cleanup, and evaluation - AI product scoping, design docs, and delivery planning 𝐌𝐚𝐢𝐧 𝐟𝐨𝐜𝐮𝐬: ✔ Generative AI (GPT-5, ChatGPT, OpenAI), Large Language Models (LLM), RAG (Retrieval-Augmented Generation), OpenClaw, Claude, Mistral, Whisper, Gemini ✔ Natural Language Processing (NLP) – Chat-bots, text parsing, information extraction, and full-text search using Hugging Face, SpaCy, NLTK, LangChain ✔ Machine Learning – Object detection, recognition, classification, clustering, forecasting with TensorFlow, PyTorch, Scikit-learn ✔ AI Agent Development – Autonomous AI agents leveraging Reinforcement Learning (RL), Multi-Agent Systems, RAG, and LLM for dynamic environments ✔ Data Science – Data understanding, insights extraction, and statistical modelling ✔ Computer Vision – Object detection, recognition, pattern recognition, OCR (Optical Character Recognition) using OpenCV ✔ Big Data & Data Warehousing – ETL processes, complex reporting, and data warehouse design using Apache Spark, Kafka, Parquet, AWS Glue, GCP BigQuery ✔ Cloud Platforms: AWS (SageMaker, Lambda, S3, Kinesis, DynamoDB, Athena, Glue, Step Functions), GCP (Vertex AI, BigQuery, Cloud Functions) ✔ APIs: Flask, Django, FastAPI ✔ Data Engineering: Data Lakes, ETL pipelines, and reporting frameworks ✔ Reinforcement Learning Libraries: Stable Baselines3, Ray RLlib, OpenAI Gym ✔ AWS - SageMaker, Lambda, S3 Triggers, Glue, Kinesis, DynamoDB, Athena, Lambda, Step Functions, Amplify, and QuickSight, Parquet Data, and EventBridge. ✔ No-Code/Low-Code Automation Tools – Make, n8n, Zapier, Airflow, GHL, FlutterFlow, BOLT, Claude, Replit, Cursor AI, Glide ⚙ Tools I Work With: Automation: Make, Zapier, n8n, BOLT App Builders: FlutterFlow, Glide, Softr AI Integration & Voice Automation: Claude, Replit, Cursor AI, Vapi 𝐋𝐞𝐭'𝐬 𝐝𝐢𝐬𝐜𝐮𝐬𝐬 𝐡𝐨𝐰 𝐈 𝐜𝐚𝐧 𝐚𝐬𝐬𝐢𝐬𝐭 𝐲𝐨𝐮 𝐢𝐧 𝐫𝐞𝐚𝐥𝐢𝐳𝐢𝐧𝐠 𝐲𝐨𝐮𝐫 𝐩𝐫𝐨𝐣𝐞𝐜𝐭 𝐚𝐧𝐝 𝐲𝐨𝐮𝐫 𝐮𝐧𝐢𝐪𝐮𝐞 𝐧𝐞𝐞𝐝𝐬. 𝐂𝐥𝐢𝐜𝐤 𝐨𝐧 𝐈𝐧𝐯𝐢𝐭𝐞 𝐁𝐮𝐭𝐭𝐨𝐧.

Top Rated AI Developer | 100% Job Success Score | 5 Star Ratings | Google Vertex AI certified - Let's build yours I'm an AI developer specialising in Agentic AI systems, LLM-powered applications, computer vision, and intelligent automation. From production-grade ML models to custom AI chatbots and autonomous agent workflows, I build AI that actually works in the real world, not just in notebooks. What I build: → Agentic AI & AI Agents : autonomous multi-step workflows using LangChain, AutoGen, n8n → LLM Applications : GPT-4, Claude, Gemini, Llama integration into web & mobile products → RAG Systems : intelligent knowledge bases & document Q&A with Pinecone / Weaviate → AI Chatbots : trained on your data, voice-enabled, live 24/7 (Flowise, custom) → Computer Vision : object detection (YOLO), image recognition, OCR (PyTorch, OpenCV) → ML Models : Google Vertex AI, TensorFlow, scikit-learn for prediction & classification → AI Automation : n8n, Python pipelines, workflow automation for business processes → Generative AI : 3D prompt engineering, image generation, AI avatar & lip-sync systems Core stack: Python · LangChain · OpenAI API · Google Vertex AI · Flowise · PyTorch · TensorFlow · YOLO · n8n · Stable Diffusion · Midjourney · Django · Flask Let's build something intelligent, message me or book a $40 consultation call.

Certified AI/ML & Data Engineering expert with proven success in deploying YOLO-based Computer Vision, GenAI Chatbots, BigQuery Data Lakes, and ETL Pipelines. I build intelligent, scalable systems that turn raw data into real-time insights for elite sports teams and businesses. Over the years, I’ve worked with international sports organizations and enterprises like Barclay's, Citigroup, Standard Life Insurance, American Express etc to turn raw data into actionable insights, deploying full-stack solutions that span data ingestion, model training, and visualization. Key Skills & Technologies: Python, YOLO, OpenCV, LLMs, BigQuery, Looker, Data Lake, Data Warehousing, ETL Pipelines, Data Migration, Analytics Dashboards Some Highlights of my work: ** AI-Powered Computer Vision Analytics using YOLO and deep learning to track players and events in football match videos ** LLM-Powered Search & Chatbot Application designed for a football club to make internal knowledge searchable and conversational ** Smart Budget Tracking Solution using Looker and BigQuery for real-time, interactive data visualizations ** Performance Data Lake and Data Warehouse architecture for an international cricket board to centralize and analyze player and match data ** Scouting Application for a professional football club, integrating machine learning models and custom analytics dashboards to support recruitment and decision-making How Can I Help You? ** I specialize in building end-to-end data and AI solutions tailored to your business goals. Here’s how I can help: ** AI & Machine Learning Solutions – From model development to deployment using YOLO, LLMs, and custom ML pipelines ** Computer Vision Systems – Object detection, tracking, and video analytics for sports, security, and manufacturing ** Generative AI Apps – Chatbots and knowledge assistants powered by LLMs, fine-tuned for your domain ** Modern Data Engineering – Scalable Data Lakes, Data Warehouses (BigQuery, Snowflake), and real-time ETL pipelines ** Data Migration & Integration – Clean and reliable data movement between systems ** Business Intelligence & Dashboards – Interactive visualizations using Looker and BigQuery for smarter decisions Whether you're a startup, enterprise, or sports organization, I can deliver reliable, production-grade solutions that turn data into impact. Let’s connect if you're ready to leverage AI and data engineering to elevate your business and If you need professional who will treat your task as most important thing, and you need the task done in timely manner with expertise and utilizing best practices.

I build production-grade 𝐀𝐈 𝐚𝐠𝐞𝐧𝐭 𝐬𝐲𝐬𝐭𝐞𝐦𝐬, 𝐑𝐀𝐆 𝐩𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬, 𝐝𝐚𝐭𝐚 𝐬𝐜𝐢𝐞𝐧𝐜𝐞 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬, 𝐚𝐧𝐝 𝐢𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐭 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 that achieve 𝟲𝟬–𝟴𝟬% 𝗽𝗿𝗼𝗰𝗲𝘀𝘀 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 in live enterprise environments across healthcare, fintech, recruitment, and operational workflows. With a 𝐏𝐡.𝐃. 𝐟𝐫𝐨𝐦 𝐭𝐡𝐞 𝐔𝐧𝐢𝐯𝐞𝐫𝐬𝐢𝐭𝐲 𝐨𝐟 𝐒𝐭𝐮𝐭𝐭𝐠𝐚𝐫𝐭 (𝐆𝐞𝐫𝐦𝐚𝐧𝐲) and a Habilitation from 𝐆𝐞𝐨𝐫𝐠𝐢𝐚 𝐓𝐞𝐜𝐡 (𝐔𝐒𝐀), I bring a rare combination of real-world production engineering experience and deep academic research expertise in 𝐚𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐢𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 𝐬𝐲𝐬𝐭𝐞𝐦𝐬. If you need an AI system that actually works in production, handles edge cases, logs every decision, and integrates cleanly into your existing operations that is exactly what I build. 𝐂𝐨𝐫𝐞 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 & 𝐌𝐮𝐥𝐭𝐢-𝐀𝐠𝐞𝐧𝐭 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 Autonomous systems that reason, plan, and execute real tasks: • MCP-based orchestration routing tasks across sub-agents in real time. • Stateful flows with conditional routing, persistent memory, and LangSmith monitoring. • Human-in-the-loop checkpoints before any irreversible action fires. • Full action logging and automatic. 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬: LangGraph, CrewAI, AutoGen, OpenAI Agents, Claude, MCP, LangSmith 𝐑𝐀𝐆 & 𝐋𝐋𝐌 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 • Enterprise-grade knowledge assistants. • Structure-aware chunking, hybrid semantic and metadata search. • Vector database integration for scalable retrieval • Hybrid search and structured context systems 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬: Pinecone, Weaviate, Qdrant, LlamaIndex, OpenAI, Claude, Mistral, graph-based retrieval 𝐕𝐨𝐢𝐜𝐞 𝐀𝐈 & 𝐂𝐨𝐧𝐯𝐞𝐫𝐬𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 • AI voice agents for sales, support, and operations • Real-time call reasoning and response generation • CRM integration and post-call automation • Speech-to-text and text-to-speech pipelines 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬: VAPI, Twilio, ElevenLabs, Whisper, LiveKit 𝐀𝐈 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 & 𝐒𝐲𝐬𝐭𝐞𝐦 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 • Event-driven automation pipelines • Workflow automation for business processes • LLM layers for parsing, normalisation, and structured output at every step • API integrations with CRMs and internal tools 𝐓𝐨𝐨𝐥𝐬: n8n, Make, Zapier, HubSpot, Salesforce, GHL, FastAPI, REST APIs 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲, 𝗣𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝘃𝗲 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 & 𝗠𝗟 𝗣𝗶𝗽𝗲𝗹𝗶𝗻𝗲𝘀 • Predictive ML for scoring, ranking, and classification • Ensemble models (XGBoost, Random Forest, neural networks) in production pipelines • Adaptive grading and learning intelligence systems • Real estate tokenization analytics, Python, AWS, Neo4j • LoRA / QLoRA fine-tuning with full MLOps deployment 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬: Python, scikit-learn, PyTorch, XGBoost, Hugging Face, FastAPI, PostgreSQL, AWS, Neo4j 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗮𝗹 𝗣𝗿𝗶𝗻𝗰𝗶𝗽𝗹𝗲𝘀 • Deterministic and controlled agent workflows • Traceable retrieval systems with structured outputs • Hybrid architectures combining LLMs + external tools • Human-in-the-loop safety for critical operations • Logging, observability, and failure handling built-in • ML models and LLMs treated as composable components 𝐖𝐡𝐚𝐭 𝐈 𝐃𝐞𝐥𝐢𝐯𝐞𝐫 • Production-ready AI agent systems • Enterprise RAG and knowledge systems • End-to-end automation pipelines • API-driven AI integrations • Scalable, maintainable AI architectures 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐲 𝐒𝐭𝐚𝐜𝐤 • 𝗟𝗟𝗠𝘀: Claude, GPT-4o, Gemini, Mistral, open-source models via Hugging Face routed across providers based on latency and cost tradeoffs using OpenRouter • 𝗔𝗴𝗲𝗻𝘁 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸𝘀: LangGraph, CrewAI, LangChain, AutoGen, MCP orchestration • 𝗥𝗔𝗚 𝗦𝘆𝘀𝘁𝗲𝗺𝘀: Pinecone, Weaviate, Qdrant, Milvus, graph-based retrieval, hybrid semantic + metadata search • 𝐕𝐨𝐢𝐜𝐞 & 𝐂𝐨𝐧𝐯𝐞𝐫𝐬𝐚𝐭𝐢𝐨𝐧𝐚𝐥: VAPI, ElevenLabs, Twilio, Whisper, LiveKit • 𝗙𝗶𝗻𝗲-𝘁𝘂𝗻𝗶𝗻𝗴 & 𝗔𝗱𝗮𝗽𝘁𝗮𝘁𝗶𝗼𝗻: LoRA, QLoRA, domain-specific model evaluation, Hugging Face deployment pipelines • 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 & 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧: n8n, Make, Zapier, webhook pipelines, REST APIs, HubSpot, Salesforce, Gmail, Microsoft 365, GHL • 𝐁𝐚𝐜𝐤𝐞𝐧𝐝: Python, FastAPI, TypeScript, PostgreSQL, Redis, Docker, CI/CD • 𝐅𝐫𝐨𝐧𝐭𝐞𝐧𝐝: React, Next.js, Tailwind CSS for AI-powered dashboards, operational interfaces, and client-facing agent portals • 𝗖𝗹𝗼𝘂𝗱 & 𝗜𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲: AWS, Azure, GCP, Docker, Kubernetes, CI/CD pipelines 𝐋𝐞𝐭’𝐬 𝐜𝐨𝐧𝐧𝐞𝐜𝐭 𝐚𝐧𝐝 𝐦𝐚𝐤𝐞 𝐲𝐨𝐮𝐫 𝐀𝐈 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧 𝐚 𝐫𝐞𝐚𝐥𝐢𝐭𝐲!

I am Naresh, co-founder of Amenity Technologies, a company that specializes in assisting companies with AI/ML and Data Science & Analytics. I provide end-to-end AI consultancy. I'm a senior computer vision and machine learning engineer with vast experience in full-stack development, AR/VR, and robotics. with more than 8.5+ years of expertise working with businesses to produce creative initiatives that will bring value to their projects based on innovation. The following is a list of the technologies I employ daily when I code: ✅ N8N automation for restaurants calling bot, voice calling bot for Real Estate clients, sales team training voice bot. ✅ AI Agents: Implemented Agentic workflow with LLMs, SLMs, RAGs, Agentic RAG, LangFuse. ✅ LLMs: AI based Marketing Journey Crerator, Document Parsing, FAQ bot, RAG systems with Open AI and without Open AI also on our own could. Have used LLMs like DeepSeek, LAMA, Minstrel, Hugging Face etc. ✅ Fullstack: Python, C++, Django, Flask, JS, React, NodeJS, Typescript, Docker, Kubernetes ✅ ML/DL: Mediapipe, Pytorch/Keras, Transformers, RasaNLP, SparkML, SparkNLP, LGBM, and many others ✅ Computer Vision: OpenCV, Open3D, PCL, VisualSLAM, OpenMVG, FFMPEG, and more ✅ Cloud solutions: Cloud Compute, Vertex AI, Cloud SQL, Cloud Functions, AWS ✅ We have created Algo trading bot for Indian stock market. The cases I work with: ✅ Machine Learning & AI: - Algorithms like KNN, K-MEAN, DBSCAN, MEAN SHIFT - Data cleaning, filling in missing values & selecting the best features - Prediction models which use logistic & linear regression, Decision Tree, Random Forest, Naive Bayes, SVM - Graphical analysis via matplotlib ✅ Deep Learning & AI: - Image Classification via CNN, GoogLeNet, VGGNet, ResNet - Object Detection via F-RCNN, YOLO, SSD, R-FCN - Object tracking via SAE and CNN, FCNT, MDNET - Semantic Segmentation via DeepLab, RefineNet - Instance Segmentation via Mask RCNN - 3D Object Segmentation and Detection - 3D Reconstruction ✅ Data Science & Analytics: -Data wrangling -Data Wrangling via Pandas, NumPy, Scikit-learn -Data Visualization via Matplotlib, Seaborn, Plotly -Statistical Analysis via SciPy, Statsmodels, PyMC3 -Machine learning -Machine Learning via Scikit-learn, TensorFlow, PyTorch -Natural language processing -Natural Language Processing via NLTK, SpaCy, Gensim -Recommender system -Recommender Systems via Surprise, LightFM, Implicit -Big data -Big Data via Spark, Hadoop, Dask ✅ NLP & AI: - Sentiment Analysis - Sentence segmentation - Named Entity Recognition - Auto punctuation - Converting unstructured data into structured data - POS tagging ✅ IoT & Cloud: - Lambda in AWS, Alexa Skill Development - Raspberry Pi, Nvidia Jetson Nano, Arduino, Banana Pi, Intel Movidius - Android app for IoT and cloud - Custom Google Assistant and Alexa - Smart Home Shoot me a message if you got an idea, I am here to bring it to life!

Hi! I'm a Senior Generative AI & Full-Stack Engineer with 15+ years of experience specializing in building production-ready AI applications, Custom Chatbots, and Multi-Agent systems. Are you looking to bridge the gap between advanced Artificial Intelligence and a robust, production-ready web architecture? I deliver scalable, secure, and smart technical solutions that turn complex business ideas into high-performing digital products. I combine deep expertise in foundational backend/frontend stacks with cutting-edge Generative AI engineering. Whether you need an autonomous AI Agent framework, a high-accuracy RAG pipeline, or a complex enterprise web application, I handle everything from core architecture to seamless UI deployment. Please look at my portfolio below to see my "ML-Based Price Recommendation System", "AI-Powered HR Application Full Stack Development", "Full-Stack Developer For Custom ERP", and many others. Core AI & Machine Learning Expertise: - Large Language Models (LLMs): Custom integration, API optimization, and fine-tuning with OpenAI, LLaMA, Claude, etc. - Advanced RAG Systems: Building intelligent Retrieval-Augmented Generation architectures to connect LLMs with private corporate data sources, minimizing hallucinations. - AI Agents & Conversational Systems: Development of autonomous multi-agent workflows, AI chatbots, smart routing systems, and NLP tools (LangChain, LlamaIndex). Robust Full-Stack Stack: - Backend: Node.js, Express.js, PHP (Laravel, Yii), Python, API Integration, and high-load architecture. - Frontend: React.js, Next.js, and modern JavaScript for intuitive, interactive AI user interfaces. - Databases & Cloud: Vector databases (Pinecone, Chroma), PostgreSQL, MySQL, and secure cloud deployment via Amazon Web Services (AWS Partner & Certified Cloud Practitioner) and GCP. Why Work With Me: - 100% Job Success & Top Rated Plus: A proven track record of delivering clean code, meeting strict deadlines, and maintaining clear communication. - Business-Centric Approach: I don't just write code; I design systems that optimize internal workflows, improve user retention, and cut operational costs. - Agile Integration: backed by the engineering strength of the Greenice team, allowing for rapid scaling if your project requires additional resources. Let’s turn your vision into a production-ready application. Click the "Invite to Job" button, and let’s discuss the technical architecture of your project!

𝐋𝐨𝐨𝐤𝐢𝐧𝐠 𝐟𝐨𝐫 𝐚𝐧 𝐀𝐈 𝐞𝐱𝐩𝐞𝐫𝐭 𝐰𝐡𝐨 𝐜𝐚𝐧 𝐭𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦 𝐲𝐨𝐮𝐫 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐰𝐢𝐭𝐡 𝐢𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐭 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬 𝐮𝐬𝐢𝐧𝐠 𝐆𝐏𝐓-5, 𝐂𝐥𝐚𝐮𝐝𝐞, 𝐋𝐚𝐧𝐠𝐂𝐡𝐚𝐢𝐧 / 𝐋𝐚𝐧𝐠𝐆𝐫𝐚𝐩𝐡, 𝐚𝐧𝐝 𝐚𝐝𝐯𝐚𝐧𝐜𝐞𝐝 𝐀𝐈 𝐩𝐥𝐚𝐭𝐟𝐨𝐫𝐦𝐬 𝐚𝐧𝐝 𝐜𝐮𝐭𝐭𝐢𝐧𝐠-𝐞𝐝𝐠𝐞 𝐀𝐈 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬? 𝐈'𝐦 Matthias, 𝐚𝐧 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 𝐬𝐩𝐞𝐜𝐢𝐚𝐥𝐢𝐬𝐭 𝐚𝐧𝐝 𝐋𝐋𝐌 𝐞𝐧𝐠𝐢𝐧𝐞𝐞𝐫 𝐰𝐢𝐭𝐡 𝐞𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 𝐢𝐧 𝐛𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧-𝐫𝐞𝐚𝐝𝐲 𝐆𝐞𝐧𝐀𝐈 𝐚𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬, 𝐢𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐭 𝐜𝐡𝐚𝐭𝐛𝐨𝐭𝐬, 𝐚𝐧𝐝 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬. With experience delivering AI solutions across healthcare, fintech, e-commerce, and business automation, I help companies integrate AI agents, automate workflows, and build scalable AI systems that drive real results. 𝐈 𝐚𝐥𝐬𝐨 𝐬𝐩𝐞𝐜𝐢𝐚𝐥𝐢𝐳𝐞 𝐢𝐧 𝐄𝐧𝐝-𝐭𝐨-𝐄𝐧𝐝 𝐒𝐚𝐚𝐒 𝐝𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 𝐢𝐧𝐜𝐥𝐮𝐝𝐢𝐧𝐠 𝐟𝐮𝐥𝐥-𝐬𝐭𝐚𝐜𝐤 𝐰𝐞𝐛 𝐚𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬, 𝐩𝐫𝐨𝐯𝐢𝐝𝐢𝐧𝐠 𝐜𝐨𝐦𝐩𝐥𝐞𝐭𝐞 𝐬𝐨𝐟𝐭𝐰𝐚𝐫𝐞 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬 𝐟𝐫𝐨𝐦 𝐢𝐧𝐢𝐭𝐢𝐚𝐥 𝐜𝐨𝐧𝐜𝐞𝐩𝐭 𝐭𝐨 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐝𝐞𝐩𝐥𝐨𝐲𝐦𝐞𝐧𝐭. Services: -AI Agents development with 𝐂𝐫𝐞𝐰𝐀𝐈, 𝐋𝐚𝐧𝐠𝐆𝐫𝐚𝐩𝐡, 𝐀𝐮𝐭𝐨𝐆𝐞𝐧 for multi-agent systems and workflow automation -LLM integration and fine-tuning using 𝐎𝐩𝐞𝐧𝐀𝐈 𝐆𝐏𝐓-5, 𝐀𝐧𝐭𝐡𝐫𝐨𝐩𝐢𝐜 𝐂𝐥𝐚𝐮𝐝𝐞, 𝐆𝐞𝐦𝐢𝐧𝐢, 𝐋𝐥𝐚𝐦𝐚, 𝐌𝐢𝐬𝐭𝐫𝐚𝐥, 𝐃𝐞𝐞𝐩𝐒𝐞𝐞𝐤 for custom AI applications -RAG systems with 𝐏𝐢𝐧𝐞𝐜𝐨𝐧𝐞, 𝐂𝐡𝐫𝐨𝐦𝐚𝐃𝐁, 𝐅𝐀𝐈𝐒𝐒, 𝐐𝐝𝐫𝐚𝐧𝐭, vector databases for intelligent document processing and knowledge retrieval -Chatbot development using 𝐎𝐩𝐞𝐧𝐀𝐈 𝐀𝐏𝐈, 𝐜𝐨𝐧𝐯𝐞𝐫𝐬𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐀𝐈, 𝐧𝐚𝐭𝐮𝐫𝐚𝐥 𝐥𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐩𝐫𝐨𝐜𝐞𝐬𝐬𝐢𝐧𝐠, 𝐯𝐨𝐢𝐜𝐞 𝐚𝐠𝐞𝐧𝐭𝐬, 𝐀𝐈 𝐚𝐬𝐬𝐢𝐬𝐭𝐚𝐧𝐭𝐬 -Voice AI solutions with 𝐕𝐀𝐏𝐈, 𝐑𝐞𝐭𝐞𝐥𝐥 𝐀𝐈, 𝐄𝐥𝐞𝐯𝐞𝐧𝐋𝐚𝐛𝐬, 𝐃𝐞𝐞𝐩𝐠𝐫𝐚𝐦, 𝐕𝐨𝐢𝐜𝐞𝐅𝐥𝐨𝐰, 𝐁𝐥𝐚𝐧𝐝 𝐀𝐈 for automated calling systems -Automation workflows using 𝐌𝐚𝐤𝐞.𝐜𝐨𝐦, 𝐙𝐚𝐩𝐢𝐞𝐫, 𝐧8𝐧, workflow automation, CRM integration, business process automation -CRM integrations with 𝐆𝐨𝐇𝐢𝐠𝐡𝐋𝐞𝐯𝐞𝐥, 𝐇𝐮𝐛𝐒𝐩𝐨𝐭, 𝐒𝐚𝐥𝐞𝐬𝐟𝐨𝐫𝐜𝐞, 𝐙𝐨𝐡𝐨, 𝐏𝐢𝐩𝐞𝐝𝐫𝐢𝐯𝐞, 𝐀𝐜𝐭𝐢𝐯𝐞𝐂𝐚𝐦𝐩𝐚𝐢𝐠𝐧 for sales automation -Machine learning with 𝐏𝐲𝐭𝐡𝐨𝐧, 𝐓𝐞𝐧𝐬𝐨𝐫𝐅𝐥𝐨𝐰, 𝐏𝐲𝐓𝐨𝐫𝐜𝐡, 𝐬𝐜𝐢𝐤𝐢𝐭-𝐥𝐞𝐚𝐫𝐧, data science, predictive modeling, computer vision -Full stack development with 𝐅𝐚𝐬𝐭𝐀𝐏𝐈, 𝐃𝐣𝐚𝐧𝐠𝐨, 𝐅𝐥𝐚𝐬𝐤, 𝐑𝐞𝐚𝐜𝐭, 𝐍𝐨𝐝𝐞.𝐣𝐬, 𝐍𝐞𝐱𝐭.𝐣𝐬, API development, web applications Technical Stack: -LangChain, LlamaIndex, Hugging Face Transformers, OpenAI SDK, prompt engineering, fine-tuning -Python, JavaScript, TypeScript, machine learning frameworks, deep learning, neural networks -Vector databases, embedding models, semantic search, knowledge retrieval, AI search -VoiceFlow, Botpress, Dialogflow, ManyChat, Rasa for chatbot platforms and conversational AI -Make.com integrations, Zapier automation, n8n workflows, CRM automation, webhook integrations -AWS SageMaker, GCP Vertex AI, Azure OpenAI, Docker, Kubernetes, MLOps, cloud deployment -Database management with PostgreSQL, MongoDB, Redis, Firebase for AI applications Industries: Healthcare AI, Fintech automation, Customer support, E-commerce, Real estate, Educational technology, Business automation, Legal tech, Marketing automation Why Choose Me: Fast delivery with high-quality, production-ready AI solutions Clear communication and transparent project management End-to-end AI development from concept to deployment Proven track record with AI automation and intelligent systems Expert in latest AI technologies and automation platforms Ready to transform your business with AI? Let's discuss your project and build intelligent solutions that deliver measurable results.

We build scalable, production-ready SaaS platforms and AI-powered web applications for startups and growing businesses. Our focus: architecture, performance, AI integration, and long-term scalability. Over 80+ products delivered across Healthcare, Education, Logistics, eCommerce, Marketplaces, and Enterprise systems. 💡 Core Expertise 🔹 Full-Stack Development - Node.js, NestJS - Next.js (SSR, ISR, Edge) - Ruby on Rails - React.js, Angular, Vue - React Native (hybrid mobile apps) 🔹 AI & Automation - OpenAI API (GPT-4, Assistants, Function Calling) - AI SaaS platforms - Retrieval-Augmented Generation (RAG) - AI chatbots & copilots - NLP & AI-powered personalization - AI workflow automation - AI-driven APIs 🔹 Architecture & Infrastructure - Multi-tenant SaaS - High-load backend systems - REST & GraphQL APIs - SQL / NoSQL databases - CI/CD pipelines - Performance optimization 🤖 Our Proprietary AI Platform – Bridge We built Bridge, our internal AI Agent development framework. Bridge enables: - RAG pipelines for knowledge assistants - Secure ingestion from PDFs, CRMs, APIs - AI copilots for SaaS products - Multi-channel deployment (chat, web, internal tools) - MCP server creation - Modular and scalable AI architectures This allows us to deliver AI features faster and more securely than most teams. ⚡ Our Acceleration Advantage We use our own production-proven boilerplate. BC Next.js + NestJS Boilerplate helps: - reduce development time - ensure clean architecture - speed up MVP launches - maintain scalability from day one Even other agencies use it. 🧠 How We Work Deep product discovery Architecture design & tech stack validation Sprint-based Agile development Transparent daily communication Automated testing & QA Production deployment & scaling support We think like product owners, not just developers. 🎯 Why Clients Choose Us Strong backend architecture skills Real SaaS experience (not landing pages) AI-first mindset Clean, maintainable code Excellent communication Long-term partnership approach If you're building: - AI SaaS - Marketplace - Telehealth system - ERP/CRM platform - Multi-tenant dashboard - Custom AI assistant - Scalable web app Let’s talk! We offer a free technical consultation and architecture review. Additional Expertise: HTML5, CSS3, Sass, Scss, Responsive Web Design, Cross-Browser Compatibility, Web Accessibility, SEO Optimization, Frontend Architecture, Query, Angular, Vue.js, Ember.js, Web Components, Progressive Web Apps (PWA), Single Page Applications (SPA), Server Side Rendering (SSR), Client Side Rendering (CSR), API Integration, GraphQL, RESTful APIs, Web Performance Optimization, Browser DevTools, Git, GitHub, Webpack, Gulp, npm, yarn, Visual Studio Code, Sublime Text, Atom, Responsive Images, Lazy Loading Images, Code Splitting, Error Handling, Debugging, Agile Methodologies, Scrum, Kanban, Continuous Integration and Deployment (CI/CD)