I'm an AI engineer who designs and ships production AI agents, voice agents, and chatbots that hold up under real users and real traffic. Not glued-together templates, but systems built in code, tested, and engineered to scale. I'm Abdul Rehman, a full-stack software engineer with 5+ years building AI and automation systems in Python, TypeScript, and the modern LLM stack. What I Build Custom AI agents with real orchestration (LangGraph and the OpenAI / Claude agent SDKs), tool use, memory, and MCP integrations that connect agents to Slack, Google Drive, CRMs, and internal databases. Voice agents built on LiveKit, Vapi, or Retell, with Deepgram speech-to-text, ElevenLabs or Cartesia voices, and telephony (SIP / Twilio), tuned for sub-second latency and natural turn-taking so callers don't feel like they're fighting a robot. Chatbots and RAG systems done properly: chunking, embeddings, vector databases (Pinecone, pgvector), and reranking, so answers stay grounded in your data instead of hallucinated. LLM integration and fine-tuning across Claude, OpenAI, and open models (HuggingFace), including fine-tuning on your own data when an off-the-shelf model isn't enough. Backends and full-stack work in Python (FastAPI) and React / Next.js, with the databases, APIs, auth, and deployment to back them. And workflow automation with n8n, Make .com, and Zapier when a managed workflow is the right call, and custom code when it isn't. What Separates This From a Quick Prototype I build evals so you can measure accuracy, guardrails so the AI behaves safely, observability so you can see what it's doing in production, and latency and cost optimization so it stays fast and affordable as you scale. Recently Shipped A support chatbot that now resolves around 90% of customer questions on its own, freeing the owner from working weekends. An automated CRM that nurtures leads on autopilot so the sales team closes instead of doing data entry. OCR pipelines for EA Sports using AI vision models. How I Work I don't hand off a black box and disappear. I explain the architecture in plain language, document what I build, and stick around after launch to make sure it keeps performing. 5+ years experience | Full-stack AI engineer who builds systems that hold up in production If you're building an AI agent, a voice assistant, or an LLM-powered product, send me a short note on what you're trying to solve and I'll tell you honestly how I'd approach it.

🎯 Top Rated Plus AI Engineer ✅ $200K+ Earned | 50 Jobs | 4,700+ Hours ✅ 100% Job Success Score ✅ AI Agents | RAG Systems | AWS AI | Full-Stack AI SaaS I build production-grade AI agents, RAG systems, LLM applications, AI chatbots, document intelligence pipelines, and AWS-based AI platforms using LangGraph, LangChain, OpenAI, AWS Bedrock, FastAPI, PostgreSQL/pgvector, Qdrant, OpenSearch, Next.js, and React. I help SaaS companies, startups, agencies, and enterprise teams turn AI ideas into reliable production systems, not just demos, prompt wrappers, or basic chatbots. 𝐖𝐇𝐀𝐓 𝐈 𝐁𝐔𝐈𝐋𝐃: ✓ AI Agents & Agentic Workflows LangGraph/LangChain agents with tool calling, memory, API integrations, human approval flows, structured outputs, and workflow automation. ✓ RAG Systems & Knowledge Assistants RAG over PDFs, Excel files, websites, internal docs, databases, CRMs, support tickets, and knowledge bases with vector search, hybrid retrieval, reranking, citations, and metadata filtering. ✓ AI Chatbots & Customer Support Agents AI chatbots for SaaS, e-commerce, healthcare, finance, education, and internal operations with retrieval, SQL/database lookup, intent classification, escalation flows, guardrails, and analytics. ✓ Document AI & Data Extraction OCR and structured extraction using AWS Textract, AWS Bedrock, OpenAI, S3, validation logic, custom schemas, and human review workflows. ✓ AWS AI / Cloud Architecture Scalable AI platforms using AWS Bedrock, SageMaker, Lambda, ECS/Fargate, EKS, Step Functions, S3, RDS/PostgreSQL, OpenSearch, DynamoDB, API Gateway, and Terraform. ✓ Full-Stack AI SaaS Development End-to-end AI products using FastAPI, Python, Node.js, Next.js, React, PostgreSQL, MongoDB, Redis, Docker, Kubernetes, Supabase, Stripe, and CI/CD. 𝐂𝐎𝐑𝐄 𝐒𝐓𝐀𝐂𝐊: ► AI / LLMs: OpenAI, GPT-4/4o, Claude, Gemini, AWS Bedrock, LLaMA, Mistral, LangGraph, LangChain, LlamaIndex ► RAG / Search: pgvector, Qdrant, Pinecone, ChromaDB, OpenSearch, Elasticsearch, hybrid search, reranking, citations ► Backend: Python, FastAPI, Django, Flask, Node.js, Express.js, NestJS ► Frontend: Next.js, React, TypeScript, TailwindCSS ► Cloud / DevOps: AWS, GCP, Azure, Docker, Kubernetes, ECS, EKS, Lambda, Step Functions, Terraform, CI/CD ► Databases: PostgreSQL, MongoDB, Redis, MySQL, DynamoDB, Neo4j, Memgraph ► Voice AI: Whisper, Deepgram, LiveKit, WebRTC, STT/TTS pipelines ► LLMOps: Langfuse, LangSmith, eval pipelines, latency monitoring, cost tracking, output validation 𝐁𝐄𝐒𝐓 𝐅𝐈𝐓 𝐏𝐑𝐎𝐉𝐄𝐂𝐓𝐒 I am a strong fit if you need: • A production RAG system, not a basic chatbot • An AI agent that uses tools, APIs, memory, and workflows • An AWS-based AI platform or document processing pipeline • A full-stack AI SaaS MVP with backend, frontend, database, and deployment • AI chatbot development with retrieval, guardrails, analytics, and escalation flows • LLM evaluation, citations, tracing, latency optimization, and production reliability Invite me to your project if you need a senior AI engineer who can own the architecture, backend, cloud deployment, and production reliability of your AI system.

💼 AI Developer | OpenAI developer | AI developer Zapier | Python data engineer for real-time data pipeline | AI developer LangChain 🏆 TOP RATED PLUS | 💰 $5M+ Client Revenue | 💼 111+ Projects Delivered | ✅ 11,000+ Upwork Hours 💡 Clients Achieved: 🚀 Faster delivery – AI systems cut weeks of manual work 💰 Revenue growth & efficiency – automated workflows and AI agents increased ROI ⏱️ Time savings – streamlined operations, reduced human effort ✅ Reliable, production-ready AI – systems deployed safely and scaled in real-world environments 📊 Data-driven insights – AI-powered analytics, RAG pipelines, and persona simulations improved decision-making I am an AI Developer and OpenAI developer specializing in designing and deploying production-ready AI systems that combine advanced machine learning models with scalable backend engineering. As an AI developer LangChain specialist and AI developer Zapier expert, I help businesses turn complex AI concepts into reliable real-world solutions. I also work as a python data engineer for real-time data pipeline development, building streaming, event-driven, and analytics systems for AI-powered applications. ⚡🤖 AI Agents & Autonomous Systems 🤖 As an AI Developer and AI developer LangChain engineer, I create intelligent agents capable of reasoning, planning, memory retention, and multi-step workflows. These systems integrate OpenAI developer APIs and AI developer Zapier automation layers for real business execution and reliability. Voice AI & Communication Platforms 🎙️ I develop low-latency real-time AI voice systems using Twilio and STT → LLM → TTS pipelines, built as an AI developer and OpenAI developer for scalable conversational AI with backend-controlled logic, interruption handling, and production deployment. RAG Pipelines & Data Intelligence 📚 As an AI developer LangChain specialist and OpenAI developer, I implement Retrieval-Augmented Generation pipelines for fast, accurate, and auditable access to internal data. This includes embeddings, metadata pipelines, vector databases (Pinecone, Qdrant, Weaviate), and python data engineer for real-time data pipeline architectures. Backend Engineering & Cloud Deployment ☁️ I build robust Python/TypeScript backend systems with FastAPI, Django, and Node.js, acting as both AI developer and python data engineer for real-time data pipeline solutions. I deploy scalable systems on AWS, GCP, and Azure using Docker, Kubernetes, monitoring, and autoscaling. 🚀 Selected Projects Monitoring & Summarization Tool ⚖️ – Automated regulatory updates, cutting manual review time and delivering clear summaries. Built by an AI Developer to make compliance faster and smarter. I Persona Simulation 👥 – Transformed Reddit discussions into interactive synthetic personas for marketing insights. Engaging AI experiences designed by an AI Developer. Centefuse AI – Content Generation ✍️ – MVP platform for automated social media content and scheduling. High-quality output with minimal client effort, engineered by an AI Developer. Waste Classification App ♻️ – Mobile AI solution for classifying and estimating waste quantities. Flexible, hardware-free, and efficient – crafted by an AI Developer. AI Script Generator 🎬 – Generative AI for screenwriters to structure stories and draft scripts quickly. Accelerates ideation while preserving creativity, built by an AI Developer. Client Testimonials ⭐⭐⭐⭐⭐ “Great work, very professional. Good at gathering input. Talented variety of staff.” – AI Chat, Recorded Calls, Coaching AI Platform ⭐⭐⭐⭐⭐ “Very professional and technically capable. He was able to work within my budget and deliver a top notch product.” – Marketplace Development II ⭐⭐⭐⭐⭐ “Outstanding work during the discovery phase. The team was prepared, communicated clearly, and proposed elegant, efficient solutions that exceeded our expectations.” – AI-powered Treatment Writer Why Clients Work With Me 💼 Delivery of clean, maintainable, production-ready AI solutions Expertise bridging AI models and backend engineering as an AI Developer Predictable results with scalable architectures Clear communication and collaborative approach

Hi myself aman kumar, A graduate of IIT Kharagpur and Top rated at Upwork, I am a skilled Data Scientist and AI / ML / LLM / GenAI Engineer with multiple years of experience, I've successfully contributed to startups, building scalable software solutions. As a graduate of IIT Kharagpur, I bring a solid academic foundation to my practical skills. My background includes impactful projects in Natural Language Processing , Computer Vision and Time-Series Analysis, demonstrating a deep understanding of complex data domains. With a network of skilled engineers, our project is uniquely positioned for success, marked by innovation, reliability, and impactful outcomes. I am proficient in: ✅ Data Science , Machine Learning and Deep Learning: ● Classification and Regression tasks ● Unsupervised tasks (Clustering , Association ...) ✅ n8n & Intelligent Workflow Automation ● End-to-End Workflow Automation (CRM, Marketing, Support, Data ETL) ● Integration with AI Models, APIs, Webhooks & Databases ● Event-Driven Automation: Triggering AI tasks in response to data changes ● Custom Automations: Data prep, Alerts, Reporting, Scheduling, Slack/Email ● Orchestration of complex business logic using n8n nodes & JavaScript Tech Stack: n8n, JavaScript, REST/GraphQL APIs, Postgres, Airtable, Slack/Email/S3, Webhooks ✅ Time-series prediction ● Time Series Analysis (ARIMA, SARIMA, Prophet ...) ● Time Series Forecasting (Single Step , Multi-Step forecasting) ● Time Series Classification ● Hierarchical Time Series Forecasting ● Demand Forecasting using ML regression models (LightGBM, Random Forest, XGBoost ...) ✅ Natural Language Processing (NLP) and LLMs: ● Text classification (including Sentiment Analysis, Aspect-Based Sentiment Analysis) ● Named Entity Recognition (NER, automatic extraction of relevant entities, like names, locations, dates, etc) ● Chat-Bots (Deep Learning or Rule-Based chat-bots for various domains) ● LLM Fine-Tuning: Expertise in fine-tuning LLMs (large language models) like GPT-3, GPT-4, Llama, T5 etc for specific tasks and domains, leveraging transfer learning to improve model performance on niche datasets. ✅ Computer Vision (CV): ● Image Classification ● Object Detection (YoLo) ● Instance segmentation / Semantic Segmentation (Mask R-CNN) ● Optical Character Recognition (OCR) 🎓 Advanced proficiency in the following domains, ✦ Model Deployment ✦ Model Training ✦ Model Fine-tuning ✦ Knowledge Extraction ✦ Ad Hoc Structured Data Query ✦ AI Voice/Speech Agents ✦ RAG Enhancement ✦ Generative AI / Gen AI ✦ Prompt Engineering ✦ Long Term Memory and Continual Learning ✦ Performance Analysis ✦ LLM Evaluation ✅ Full-Stack Development: ● Backend (FastAPI, Flask, Django, django-rest-framework, Node.js, JavaScript, PHP, Yii Framework) ● Frontend (Vue.js, React.js) ● WordPress ● CI/CD (Docker, docker-compose, Kubernetes, k8s, Ansible, Terraform) ● Databases (PostgreSQL, MySql, MongoDB, OracleDB, ArangoDB, ClickHouse, GraphDB) ● AMQ (Celery, RabbitMQ) 💼 Some mainstream industries and business domains that I have worked with, ✦ CRMs ✦ Healthcare ✦ Operations ✦ Education, Edtech ✦ Legal (Regulation, Compliance) ✦ Real Estate ✦ Retail & E-commerce ✦ Travelling and Hospitality Frameworks: SpaCy, HuggingFace, Transformers, NLTK,LangChain, PyTorch, TensorFlow, Keras, DarkNet, Detectron, Detectron2, Fast.ai Annotation platforms: Doccano, ProdiGy, Clarifai, CVAT, Clarifai Architectures: BERT, LongFormer, GPT-3, RAG, GPT-4, GPT-4o Domains: MedTech, E-Commerce, HRM, AD-tech, Medical Imaging, CCTV (surveillance), NFT, LegalTech (document analysis) Technical skills: Python, Javascript, Go, Java, Spring Boot, Gradle, Node.js, react.js, react native, Android Studio, ios app developer, swift, Angular, Tensorflow, Keras, NumPy, Serverless Frameworks, Docker, Terraform, Ansible, Kubernetes, Jenkins, Spinnaker, GitOps, DataOps, AWS. GCP, Azure, JAMstack, GraphQL, MEAN Stack, React, Redux, ES6, Express, MongoDB, Redis, Linux, Etcd, Consul, Kinesis, Redshift, DynamoDB, Spark, Hadoop, Kafka, PostgreSQL, MySQL, ELK, Sass, Webpack, Gulp, Git, Ethereum, Solidity, OpenZeppelin, Truffle, Flask, Django, MCP , Teradata MCp, Flowise, n8n. Key Highlights: ⭐️ Available 7 days a week ⭐️ Fluent in English ⭐️ Fast response time ⭐️ Give updates daily ⭐️ Long-term project support ⭐️ Upwork Top Rated ⭐️ 100% Job Success Score Thanks for your consideration!

I am junior data scientist and computer vision expert having 3 years of research experience during the research work of MS. Have good expertise in Python environment and data science domain. Have good understanding of Various AI techniques like Image classification, Image segmentation, prediction and clustering of data. Have good skill set in Data science libraries like Scikit-learn and Keras. Have good experience in computer vision and performed various computer vision tasks like features extraction as well as features matching using OpenCV.

I've built AI systems that deflect 60% of support queries, search across 10,000+ documents in under 2 seconds, and save operations teams 20+ hours every week. The gap between those outcomes and a typical chatbot demo is architecture. Most teams reach out after a prototype has already failed in production, usually because of poor chunking logic, absent memory management, weak retrieval quality, or no fallback handling. I rebuild those systems correctly: clean ingestion pipelines, hybrid retrieval, structured agent memory, proper observability, and deployment that holds under real load. What I build: — RAG systems for internal documents, knowledge bases, and enterprise search — AI agents with tool use, memory, and multi-step reasoning (LangChain, LlamaIndex, LangGraph) — Automation workflows that replace manual operations (n8n + LLM + your existing APIs) — Production chatbots for web, WhatsApp, and Slack with escalation and analytics — Voice AI pipelines (STT + TTS) for customer-facing applications — Fine-tuned models for domain-specific classification and generation tasks Stack: Python · LangChain · LlamaIndex · LangGraph · OpenAI · Claude API · Pinecone · Weaviate · FastAPI · n8n · AWS · Docker If you're ready to move from prototype to production or want it built right from the start, I can map out your system architecture in a 20-minute scoping call. No prep needed on your end.

Are you looking for a Full-Stack AI Engineer to build an Agentic AI workflow, custom RAG pipeline, autonomous CRM automation, or an end-to-end AI SaaS application? You are in the right place. I help technical founders and enterprise teams transition AI from experimental ideas into highly reliable, event-driven operational systems. I build production-ready AI products using Python, FastAPI, Next.js, Node.js, OpenAI API, Anthropic Claude, LangChain, LangGraph, n8n, and Make. com. Unlike generalist developers who just wrap basic API calls, I architect complete AI solutions. Whether it is a Next.js/Supabase web application, a near-autonomous web scraper, a Twilio/Vapi voice agent, or a complex multi-agent automation system, I deliver infrastructure that scales and actively reduces operational costs. 🔹 WHAT I HAVE BUILT Instead of just experimenting with AI, I ship production systems that enterprises rely on. ✔ LegalTech AI Automation (Symplii.ai) Engineered the AI backend automating intake workflows with real-time transcription, entity extraction, and Retrieval-Augmented Generation (RAG) using FastAPI, LangChain, GPT-4o, and Pinecone to drastically reduce processing times. ✔ AI Generative Engine (iCod.ai) Architected an autonomous generative AI engine that builds and edits complete, deployment-ready web applications entirely via conversational natural language prompts. ✔ AI Influencer Discovery (iShout.ae) Built an AI-powered discovery engine utilizing dense embeddings and MongoDB vector search, integrated with a high-performance Next.js, React, and FastAPI stack. ✔ Enterprise AI Computer Vision (Chex.ai) Deployed an enterprise-grade AI platform automating vehicle inspections, significantly accelerating driver onboarding for major clients like Uber and Zoom. 🔹 SERVICES & EXPERTISE → AI Agent Development & Agentic Workflows Autonomous systems capable of reasoning, planning, and executing multi-step tasks across your business applications. AI Agent Development LangChain & LangGraph Claude Code, MCP & Cursor LLM Prompt Engineering Custom Voice & Chatbot Development (Twilio, Vapi) → RAG Systems & Knowledge Bases Grounding LLMs securely in your proprietary business data to eliminate hallucinations and extract precise data. Retrieval-Augmented Generation (RAG) Vector Databases (Pinecone, FAISS) Document Processing & OCR Algorithms Semantic Search & Data Scraping → AI Automation & CRM Integration Replacing manual workflows with intelligent, API-driven pipelines connected directly to your GoHighLevel, HubSpot, or Zoho CRM. n8n & Make. com Zapier Automation API Integration & Webhooks Business Process Automation Email & Lead Management Automation → Full-Stack AI Architecture Secure, scalable backend infrastructure and responsive frontends for your AI-enabled SaaS MVP or enterprise platform. Python, Django & FastAPI Node.js, React, Next.js & TypeScript PostgreSQL & Supabase Vercel & AWS Cloud Deployment 🔹TECHNOLOGIES AI & LLMs: OpenAI API (GPT-4o) • Anthropic Claude 3.5 Sonnet • LLM Prompt Engineering • Machine Learning Frameworks: LangChain • LangGraph • CrewAI • AutoGen Backend: Python • FastAPI • Node.js • Django Frontend: React • Next.js • TypeScript • JavaScript Data & Automation: PostgreSQL • Supabase • MongoDB • n8n • Make. com • Zapier • API Development 🔹 WHY CLIENTS CHOOSE ME I focus on real-world business results, not just cool AI demos. That means prioritizing database architecture, ensuring zero hallucinations in your RAG pipelines, choosing the right LLMs for cost-efficiency, and delivering secure, full-stack automated workflows that actually reduce your team's workload. 🔗 If you are building an AI Agent, RAG System, AI SaaS, or AI Automation Platform, I would be happy to discuss your architecture. 👉 My Specializations AI Automation Architect Full Stack AI Engineer Agentic AI Developer AI Agent Developer RAG Developer LLM Application Developer AI Automation Developer Generative AI Engineer Python AI Developer OpenAI API Developer Claude Expert n8n Automation Expert FastAPI Developer LangChain Developer

Expert-Vetted on Upwork (Top 1%). Fractional CTO and AI engineer. 15+ years building search systems, ML platforms, credit engines, and recommendation systems across biotech, fintech, and martech. The implementation layer is getting cheaper every quarter. Judgment about what to build, when, and with what tradeoffs has gotten more valuable. That's where most of my time goes now. 𝗪𝗵𝗮𝘁 𝗜 𝗱𝗼 • Help you decide what's worth building • Help you scope it without painting yourself into a corner • Take the technical side off your plate for a while 𝗛𝗼𝘄 𝗜 𝘄𝗼𝗿𝗸 • I'll tell you not to build it if it's not worth building • I push back, and I expect you to push back on me • I take responsibility, and I expect the authority that goes with it 𝗦𝗲𝗹𝗲𝗰𝘁𝗲𝗱 𝘄𝗼𝗿𝗸 • Medical-legal document extraction. Owned architecture, build, and the calls about what to automate vs leave to humans. Weeks of analyst review compressed to minutes. The interesting problems weren't the AI ones. • Scientific AI platform for biotech R&D. Took a working PoC to a system the team actually relies on. Parser reliability, confidence calibration, CI/CD benchmarking. • AI-assisted event marketplace. Backend architecture, payments, AI planning assistant. • Domain-adapted speech recognition for spacecraft operations. Real-time voice-loop capture, indexed searchable transcripts, deployed across multiple missions. • Personalized footwear production pipeline. Parametric CAD + automated manufacturing instructions. 2 days → 30 minutes per pair. Made the unit economics work. 𝗘𝗻𝗴𝗮𝗴𝗲𝗺𝗲𝗻𝘁𝘀 • Initial Fit Call — free. 30-min call + follow-up memo with 2–3 ranked next steps. • AI Product Audit & Roadmap — from $7k, ~2 weeks. Pressure-test scope, architecture, stack, failure modes, team shape. • Fractional CTO — custom, usually 10–20 hrs/week for 3–6 months. I own architecture, technical direction, and execution quality. Stack often includes: Python/FastAPI, TypeScript/React/Next, Postgres, GCP/AWS, OpenAI/Anthropic, RAG, vector search.

🚀 Hey amazing people! I’m Abrar, an AI Engineer focused on building production-ready AI systems using Agentic AI, RAG pipelines, LLM applications, and full-stack development. I build production-ready AI systems that combine intelligent reasoning (LLMs) with real-world, scalable applications (web, mobile, and backend) using modern stacks like LangChain, LangGraph, FastAPI, React, Flutter, and Node.js. My focus is not just building AI models, but delivering complete end-to-end AI products that are scalable, reliable, and production-ready. I help startups and companies build: ✔ AI Agents that automate complex workflows ✔ RAG systems powered by private or real-time data ✔ Intelligent chatbots with memory, tools, and reasoning ✔ Full-stack AI applications (web + mobile + backend) ✔ AI automation systems and data pipelines 🔥 CORE EXPERTISE ✔ Agentic AI & Multi-Agent Systems ✔ Retrieval-Augmented Generation (RAG) ✔ AI Chatbots & Conversational AI ✔ LLM Applications (GPT-4, Gemini, OpenRouter) ✔ Vector Databases & Semantic Search Systems ✔ AI Automation & Workflow Engineering ✔ Full Stack AI Application Development ✔ Computer Vision & Deep Learning Systems 🧠 AI / FULL STACK TECH STACK 🤖 AI & LLMs LangChain, LangGraph, CrewAI, OpenAI API, GPT-4.1, Gemini, HuggingFace, PyTorch, TensorFlow, Scikit-learn 🔍 RAG & VECTOR DATABASES Pinecone, FAISS, ChromaDB, MongoDB Vector Search, Weaviate, Qdrant, pgvector, Semantic Search, Hybrid Search, Embeddings ⚙ BACKEND & APIs FastAPI, Flask, Node.js, Express.js, REST APIs, Celery, Redis, Docker 📱 FULL STACK DEVELOPMENT React, Flutter, Firebase, Next.js, Dart, JavaScript, Python ☁ CLOUD & DEPLOYMENT AWS, GCP, Docker, CI/CD, Vercel, Railway 🧩 WHAT I BUILD I design and develop complete AI systems, including: • AI Agents with reasoning + tool execution • RAG chatbots using private knowledge bases • LLM-powered SaaS platforms • AI search engines using vector databases • Intelligent automation pipelines (ETL + AI workflows) • Full-stack AI applications (web + mobile + backend) • Computer vision analytics systems 🌟 WHY CLIENTS WORK WITH ME ✔ Production-grade engineering (not prototypes) ✔ Clean, scalable system architecture ✔ Strong expertise in AI + Full Stack development ✔ Fast communication and reliable delivery ✔ Focus on real business impact, not just models 🚀 Whether you're building a chatbot MVP, designing an advanced RAG-powered system with vector databases, fine-tuning a voice AI assistant, or deploying enterprise-grade Agentic AI systems, I help you turn ideas into fully production-ready solutions, from architecture to deployment. 𝐊𝐞𝐲𝐰𝐨𝐫𝐝𝐬: Python, Artificial Intelligence, Machine Learning, Data Science, Deep Learning, DeepSeek, AI Agent Development, AI Agentic Workflows, AI Workflow Automation, AI Builder, AI Co-pilots, RAG Chatbot, Custom ChatGPT Chatbots, AI SaaS Product Development, Web Development, AI Website Integration, Java, ScriptAPI, Natural Language Processing (NLP), NLP/NLU/NLG, Training Prediction Models, Text Classification, LSTM-CRF, GPT-3, GPT-4, GPT-4o, GPT Fine-Tuning, TensorFlow Serving, TorchServe, GANs, GCP, AWS, Azure AI, CI/CD, MLOps, LLMOps, REST API, REST API development (Flask, FastAPI), Prompt Engineering, Prompt Optimization, Software Development, AI Algorithms, Foundation Models, Large Language Model (LLM), Multimodal Large Language Model, Transformer Model, AI Applications, AI Chatbot Development, AI Mobile App Development, AI Text-to-Image, AI Text-to-Speech, AI-enhanced Medical Imaging, AI-Generated Art, AI Voice Assistant, AI Automation Tools, Conversational AI, Image Analysis, Image Recognition, Natural Language Generation (NLG), Object Detection, Object Localization, Sentiment Analysis, Named Entity Recognition (NER), Vector Search, Pinecone Integration, ChromaDB, FAISS, RAG Architecture, Retrieval-Augmented Generation, LLM Pipeline, OpenAI Integration, Hugging Face Transformers, LangChain, LangGraph, LlamaIndex, Llama 2, Claude 3, Gemini, Falcon, Mistral 7B, Mixtral, Open Source LLMs, AI Development Language, Python Developer, Generative AI, GenAI Solutions, AIChatbot, LLM Solutions, ChatGPT Customization, AIEngineer, ConversationalAI, AIAgent, AIAgents, AI Prompt Engineer, FastAPI RAG Chatbot, AI SaaS Developer, AI Startup Development, VoiceBot Development, Serverless AI, OpenAI Whisper, Speech Recognition AI, Fine-tuning LLMs, Multi-language Chatbot, AI-Powered Recommendation System, AI for E-commerce, AI in Healthcare, AI in Education, Custom GPT Solutions, Custom AI Platform Development, Vector Databases, Embedding Models, Hybrid Search, OpenAI Consultant, AI Product Development, AI MVP Builder, No-code AI Integrations, AutoGPT, AgentGPT, GPT-4 Turbo, AI automation

With 15+ years of engineering experience, 28,000+ work hours deliverd on upwork, $2M+ earned as Ageny on Upwork, I help startups and enterprises build scalable, intelligent and high-performance products. We specialize in a blend of AI/ML, DevOps, GoLang, and end-to-end Web & Mobile development, enabling clients to move from idea → architecture → development → deployment → growth. Our Biggest Strength are in: AI / Machine Learning LLM integration, fine-tuning & prompt engineering AI automation, workflows & copilots Predictive analytics, NLP, recommendation systems Vision models & model optimization for production DevOps & Cloud Engineering CI/CD setup (GitHub, GitLab, Jenkins) Kubernetes, Docker & containerized architectures AWS / GCP / Azure cloud infrastructure High-availability, monitoring & cost optimization GoLang Development Scalable microservices High-performance APIs Distributed systems Event-driven architectures Full-Stack Web Development React, Node.js, Angular, Laravel, PHP, Python REST/GraphQL APIs SaaS platforms, dashboards & enterprise solutions Mobile App Development Native iOS/Android Flutter & React Native Payment, subscription, social, GPS, chat & AI-powered features Why Clients Hire Me: ✔ 28,000+ Upwork hours delivered successfully as Inheritx Solutions. ✔ $2M+ earned with long-term client relationships ✔ Top Rated performance with proven delivery track record ✔ Clear communication, structured execution and scalable architecture ✔ Backed by a strong technical team at Inheritx Solutions (when required) We bring not just development — but architecture, strategy, optimization, and long-term technical scalability to every project. If you need an engineer who can: Build an AI-driven product Set up DevOps pipelines or cloud infrastructure Develop a GoLang-based microservices platform Create a robust web or mobile application Or take your MVP to a production-grade system …I’d be happy to help. Hire me if you want experience, clarity, and engineering that simply works — every single time.