𝗗𝗲𝗹𝗶𝘃𝗲𝗿𝗲𝗱 𝟰𝟲𝟬𝟬 𝗽𝗹𝘂𝘀 𝗵𝗼𝘂𝗿𝘀 𝗼𝗻 𝗨𝗽𝘄𝗼𝗿𝗸, 𝗴𝗲𝗻𝗲𝗿𝗮𝘁𝗲𝗱 𝗼𝘃𝗲𝗿 𝟮𝟬𝟬𝗞 𝗶𝗻 𝘁𝗼𝘁𝗮𝗹 𝗲𝗮𝗿𝗻𝗶𝗻𝗴𝘀, 𝗮𝗻𝗱 𝘀𝗵𝗶𝗽𝗽𝗲𝗱 𝗺𝗼𝗿𝗲 𝘁𝗵𝗮𝗻 𝟳𝟬 𝗔𝗜 𝗮𝗻𝗱 𝗯𝗮𝗰𝗸𝗲𝗻𝗱 𝘀𝘆𝘀𝘁𝗲𝗺𝘀 𝘁𝗵𝗮𝘁 𝗮𝗿𝗲 𝗮𝗰𝘁𝗶𝘃𝗲𝗹𝘆 𝗿𝘂𝗻𝗻𝗶𝗻𝗴 𝗶𝗻 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝗲𝗻𝘃𝗶𝗿𝗼𝗻𝗺𝗲𝗻𝘁𝘀 𝗳𝗼𝗿 𝗦𝗮𝗮𝗦 𝗮𝗻𝗱 𝗲𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲 𝗰𝗹𝗶𝗲𝗻𝘁𝘀. Today, many organizations are adopting Generative AI, yet most AI initiatives remain experimental. Systems work in demos but struggle under real traffic, unpredictable prompts, scaling demands, cost pressure, and security risks like prompt injection or data leakage. What businesses truly need is not just AI integration but stable architecture, evaluation pipelines, and secure deployment that aligns with business performance. That is where I provide value. I am 𝗗𝗮𝗻𝗶𝘀𝗵, a Senior AI and Backend Engineer focused on building production ready AI systems powered by LLMs, Retrieval Augmented Generation, and intelligent agent orchestration. My work is centered on reliability, measurable impact, structured testing, and scalable cloud architecture. 𝗛𝗼𝘄 𝗜 𝗗𝗲𝘀𝗶𝗴𝗻 𝗔𝗜 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 Every system I build is engineered for real world performance. ➤ Scalable LLM agent systems with tool and function calling ➤ Retrieval Augmented Generation pipelines using hybrid search ➤ Secure execution layers with prompt injection defense ➤ Structured evaluation frameworks and regression testing ➤ Observability with tracing, logging, and cost monitoring ➤ Low latency API design using FastAPI and async patterns ➤ Cloud native deployment optimized for performance and scale For RAG systems, I carefully design embedding workflows, chunk strategies, retrieval pipelines, vector storage architecture, and response validation layers to ensure high answer accuracy. For AI agents, I architect multi agent systems that integrate cleanly with CRMs, SaaS platforms, recruiter workflows, and enterprise automation systems while maintaining reliability and structured outputs. 𝗘𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲 𝗮𝗻𝗱 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 𝗙𝗼𝘂𝗻𝗱𝗮𝘁𝗶𝗼𝗻 With a background in Robotics and Computer Engineering, I approach AI systems as full stack infrastructure problems rather than isolated model integrations. 𝗢𝘃𝗲𝗿 𝘁𝗵𝗲 𝘆𝗲𝗮𝗿𝘀, 𝗜 𝗵𝗮𝘃𝗲 𝘀𝘂𝗰𝗰𝗲𝘀𝘀𝗳𝘂𝗹𝗹𝘆 𝗱𝗲𝗹𝗶𝘃𝗲𝗿𝗲𝗱: ➤ Enterprise RAG knowledge assistants integrated with internal tools ➤ AI voice agents for recruiter outreach with SMS workflows ➤ Production LLM backends with evaluation and guardrails ➤ Secure document search and QA platforms ➤ CRM integrated AI automation systems ➤ Observability pipelines for large language model systems Each solution was built with logging, monitoring, structured testing, and cost optimization from day one. 𝗖𝗼𝗿𝗲 𝗘𝘅𝗽𝗲𝗿𝘁𝗶𝘀𝗲 ➤ Generative AI architecture ➤ Large Language Model integration ➤ Retrieval Augmented Generation implementation ➤ LLM agent orchestration and workflow automation ➤ Prompt engineering and response validation ➤ LLM evaluation and quality assurance ➤ AI observability and telemetry integration ➤ Secure AI backend development ➤ API development with FastAPI ➤ Microservices and async architecture ➤ Vector database configuration and hybrid search 𝗥𝗲𝗰𝗲𝗻𝘁 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗛𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝘀 I recently designed a scalable RAG system for a CRM lead generation platform that significantly improved response relevance and automated internal document retrieval using hybrid search and structured embeddings. Built an AI voice agent for recruiter outreach integrated with messaging automation that streamlined candidate engagement and automated screening logic. Architected an LLM platform with evaluation pipelines, structured logging, tracing, and performance monitoring to ensure consistent response quality under production workloads. Every project included testing layers, cost control logic, and optimized latency tuning. 𝗧𝗼𝗼𝗹𝘀 𝗮𝗻𝗱 𝗧𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲𝘀 ➤ Python, FastAPI, Node js, TypeScript ➤ LangChain, LLM agents, Generative AI systems ➤ Pinecone, Weaviate, Qdrant, OpenSearch Vector ➤ Amazon Web Services including Lambda and API Gateway ➤ Cloudflare Workers AI and edge deployments ➤ LangSmith, OpenTelemetry, PromptLayer ➤ OWASP aligned AI security practices 𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝗶𝗲𝘀 𝗜 𝗪𝗼𝗿𝗸 𝗪𝗶𝘁𝗵 ➤ SaaS product teams building AI native platforms ➤ Enterprise automation initiatives ➤ Recruitment and HR technology platforms ➤ CRM and sales enablement systems ➤ Web3 and blockchain applications ➤ Knowledge management and internal search systems ➤ Data driven SaaS products ➤ Applied AI and robotics startups 𝗠𝗲𝘀𝘀𝗮𝗴𝗲 𝗺𝗲 𝘁𝗼 𝗱𝗶𝘀𝗰𝘂𝘀𝘀 𝘆𝗼𝘂𝗿 𝘀𝘆𝘀𝘁𝗲𝗺 𝗱𝗲𝘀𝗶𝗴𝗻 𝗮𝗻𝗱 𝗿𝗼𝗮𝗱𝗺𝗮𝗽. 𝗜 𝗿𝗲𝘀𝗽𝗼𝗻𝗱 𝗾𝘂𝗶𝗰𝗸𝗹𝘆 𝗮𝗻𝗱 𝗮𝗽𝗽𝗿𝗼𝗮𝗰𝗵 𝗲𝘃𝗲𝗿𝘆 𝗽𝗿𝗼𝗷𝗲𝗰𝘁 𝘄𝗶𝘁𝗵 𝗰𝗹𝗲𝗮𝗿 𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲 𝗮𝗻𝗱 𝗺𝗲𝗮𝘀𝘂𝗿𝗮𝗯𝗹𝗲 𝗼𝗯𝗷𝗲𝗰𝘁𝗶𝘃𝗲𝘀.

👋 Hey, I am Harsh Vardhan Mishra, a senior AI and Machine Learning expert with over 8 years of industry experience delivering scalable, production-grade solutions across domains like NLP, Computer Vision, LLMs, Predictive Analytics and Chatbot Development. I help startups and enterprises turn data into intelligence through custom AI solutions that integrate seamlessly with existing systems. I can assist you with: 🔹 LLMs & Generative AI → Custom integration with GPT-4, Claude, Llama 2 for smart chatbots, document parsing & AI agents → Knowledge base assistants with LangChain and RAG pipelines → Automations for content generation, summarization and QA bots 🔹 NLP & Machine Learning → Sentiment analysis, multilingual translation & semantic search → Predictive models for user behavior, fraud detection and forecasting → Advanced Computer Vision: object detection, OCR, quality inspection 🔹Computer Vision Solutions: • Image classification, object detection (YOLO, Detectron2) • OCR, document processing, and real-time video analytics • Quality control and defect detection in manufacturing datasets 🔹AI-Powered Chatbots & Assistants: → Custom chatbot development using GPT and open-source LLMs → Intent recognition, dialogue management, and contextual memory → Deployment with tools like Rasa, LangChain, FastAPI and WebSockets 🔹Backend Engineering with Python: → RESTful APIs and microservices using FastAPI, Flask, Django → Asynchronous pipelines with Celery, Redis, RabbitMQ → CI/CD workflows with Docker, Kubernetes and GitHub Actions → Cloud-native deployments on AWS, GCP, Azure and serverless platforms 🔹Tools & Platforms I Work With Daily: → ML Frameworks: PyTorch, TensorFlow, Scikit-learn, HuggingFace → Data Tools: Pandas, NumPy, Dask, Spark → LLM Ops: LangChain, Weaviate, Pinecone, FAISS → Cloud ML: AWS SageMaker, GCP Vertex AI, Azure ML Studio I specialize in helping clients who: • Have an AI/ML prototype but need help scaling it • Need to integrate intelligent features into an existing app • Want to modernize legacy Python code or optimize slow ML pipelines • Are building from scratch and want expert guidance from day one Whether you are looking to build a custom AI solution, analyze large datasets, create a smart assistant or integrate AI into your existing platform, I bring a deep technical foundation and a problem-solving mindset to every project. 📩 Let’s talk about your project. Whether it’s a chatbot, predictive model or full-scale AI system, I will help you build something your users love and your team can rely on. Best Regards, Harsh Vardhan Mishra

Professional Summary ================== 🌟 Innovative Machine Learning Engineer with over 5 years of experience, specializing in cutting-edge technologies like Large Language Models (LLMs), AI Agents, and Generative AI. I have a proven track record of deploying scalable solutions that enhance user experiences and drive measurable results in e-commerce, freelance platforms, and beyond. Highlights of my expertise include: * 🤖 AI Agents & Autonomous Systems: Designed intelligent multi-agent systems for real-time decision-making and task execution. * 🎨 Generative AI Applications: Leveraged tools like OpenAI GPT models and Hugging Face to automate content creation, personalized marketing, and synthetic data generation. * 🔮 Multimodal AI: Integrated text, image, and audio data for seamless user interactions in chatbots and recommendation systems. * 💡 Quantum Machine Learning (QML): Exploring quantum-powered algorithms to accelerate model training and optimize predictive analytics. As a Kaggle Competitions Expert, I stay ahead of industry trends like Explainable AI (XAI), Edge AI, and Hyper-Personalization, ensuring my solutions are both innovative and impactful. 🏆 Key Achievements =============== 🏅 Upwork (Search & Recommendations Team) * 📈 Deployed recommendation systems that boosted search relevance by 25%, enhancing freelancer-client connections for millions of users. * 💬 Implemented multimodal AI chatbots capable of handling text and image inputs, improving customer support efficiency by 30%. 🌐 Alibaba Group (Recommendations Team) * 💹 Refined recommendation algorithms to increase cross-sell revenue by 20%, leveraging advanced NLP techniques like transformers. * ⚡ Streamlined pipelines using frameworks like PyTorch, reducing model latency by 40% for real-time recommendations. Technical Expertise Programming & Frameworks: 💻 Python | SQL | PyTorch | TensorFlow | Hugging Face | LangChain | Llama Index Machine Learning & AI: 🧠 ==================== * 🎭 Generative AI & Large Language Models (LLMs): Fine-tuned models for creative content generation and task-specific applications. * 🤝 AI Agents & Multi-Agent Systems: Built platforms enabling agent collaboration for complex problem-solving. * 🚀 Quantum ML & Automated Feature Engineering: Leveraged emerging technologies to optimize large-scale computations. Domain Specialization: 🌍 E-commerce | Chatbots | Search Ranking Systems | Predictive Trading Models Certifications & Community Contributions * 🏅 Deep Learning Certified Developer * 🏆 Kaggle Competitions Expert (Top 5% in NLP and multimodal challenges) Why Hire Me? =========== I specialize in delivering transformative solutions using the latest advancements in machine learning, including: * 🌈 Building intelligent systems with cutting-edge technologies like Generative AI, Multimodal AI, and Quantum ML. * 📊 Developing highly personalized recommendation engines to improve engagement and revenue. * 🤖 Designing autonomous agents that solve real-world problems with minimal human intervention. Skills ===== - Prompt Engineering - Generative AI Modeling - Machine Learning - Neural Networks - Deep Learning - Natural Language Processing (NLP) - n8n - Cognitive Computing - Data Analytics - AI Data Annotation and Labeling - Knowledge Representation - Data Visualization - Scripting and Automation - Programming Languages for AI (e.g., Python, R) - LLM Integration - AI Chatbot Development - Multimodal AI - LLM Optimization - AI Model Deployment - OpenAI API - Hugging Face Transformers Let's collaborate to bring your vision to life with scalable, future-ready AI solutions!. Feel free to message me anytime ✨🚀

🎯 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 Engineer | Computer Vision · Agentic AI · LLMs | Huawei · Walmart · AWS I've built production AI systems for Huawei, Walmart, Al Meera, and AWS, across computer vision, voice agents, LLMs, and MLOps. 7 years of real deployments, not demos. If you need it to work at scale, that's my lane. 🏆 𝗪𝗵𝗮𝘁 𝗜 𝗕𝘂𝗶𝗹𝗱 𝗖𝗼𝗺𝗽𝘂𝘁𝗲𝗿 𝗩𝗶𝘀𝗶𝗼𝗻 Object detection (YOLO, FasterRCNN), segmentation (SAM, U-Net, Mask-RCNN), face recognition, pose estimation, OCR, depth estimation, 3D reconstruction, and medical imaging, end to end. 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀 & 𝗟𝗟𝗠𝘀 RAG pipelines, multi-agent systems (CrewAI, LangGraph), fine-tuning and deploying GPT-4, Claude, LLaMA, Gemini. From chatbots to autonomous workflow agents. 𝗩𝗼𝗶𝗰𝗲 𝗔𝗜 End-to-end voice agent systems using Livekit, ElevenLabs, Vapi, Hume, Rime, Azure OpenAI, full STT/TTS pipelines to production deployment. 𝗠𝗟𝗢𝗽𝘀 & 𝗖𝗹𝗼𝘂𝗱 CI/CD for ML, model quantization (CPU/GPU/TPU), Docker, Kubernetes, MLflow, W&B. Deployed on AWS SageMaker, Azure ML, and GCP AI Platform. 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜 Stable Diffusion, DALL-E, SORA, Veo, Kling.ai, GANs, (StyleGAN, CycleGAN, Pix2Pix), Runway, and custom image generation pipelines. ⚙️ 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸 Models: GPT, Claude, LLaMA 3, Gemini, Mistral, DeepSeek Vision: YOLOv5–v11, SAM/SAMv2, MediaPipe, DeepFace, PaddleOCR Agents: LangGraph, CrewAI, LangChain Cloud: AWS, Azure, GCP MLOps: MLflow, W&B, Docker, Kubernetes Backend: FastAPI, Flask, PostgreSQL, MongoDB ✅ 𝗪𝗵𝘆 𝗖𝗹𝗶𝗲𝗻𝘁𝘀 𝗖𝗼𝗺𝗲 𝗕𝗮𝗰𝗸 I deliver on time, communicate clearly, and build systems that scale, not quick fixes. Before freelancing full-time, I served as Co-founder and AI Team Lead at a YC-backed startup, where I led end-to-end AI product development under real business pressure. That experience means I think like a founder, not just an engineer. I care about your outcome, not just the code. 100% Job Success · 2,200+ hours · 16 completed contracts Top Rated Plus (Top 1% AI talent) If you are looking for scalable, enterprise-grade AI execution across Computer Vision, Voice AI, and Agents—instead of basic demos—you are in the right place. Ready to build? Send me a message and let's get to work.

🚀 Top 1% AI/ML Upwork talent and builder with 11+ years of experience and 100+ successful projects. I specialize in building AI-driven solutions that automate workflows, optimize processes, and enhance decision-making. From AI Chatbots and AI Agents to LLM-powered apps with RAG, I deliver end-to-end intelligent systems tailored to business needs. I excel in Python, NLP, AI/ML, LLM, RAG systems, AI automation, and no-code/low-code workflow automation (N8n, GHL). My solutions help businesses scale efficiently, improve productivity, and leverage cutting-edge AI technology. My Expertise: Programming & AI/ML: Python, Flask, Django, FastAPI, Deep Learning (CNN, RNN, LSTM), NLP (Spacy, NLTK, Transformers), LLMs (OpenAI, Hugging Face, Llama3, Google T5), RAG, AI Agents & Chatbots, AI Automation, PCA/PLSR. Frontend: React.js, Next.js, Angular, Vue.js, Redux, SSR, PWA, Tailwind, MUI, HTML/CSS/JS/TS. Backend & Databases: Node.js, Nest.js, Express.js, PHP, Laravel, Firebase, MongoDB, MySQL, PostgreSQL, MariaDB, GraphQL. Cloud & DevOps: AWS, GCP, Azure, Docker, Kubernetes, Terraform, Ansible, CI/CD (GitHub Actions, GitLab CI, Jenkins). Automation & Integrations: N8n workflows, GHL automation, API integration, serverless computing (Lambda, Firebase Functions). Services I Offer: ✔ AI Chatbots & Agents ✔ LLM Fine-Tuning & RAG Systems ✔ AI-Powered Automation & Analytics ✔ Full Stack Web Development (React/Vue/Next.js + Python/Node.js) ✔ AI-Powered Data Extraction & NLP Applications ✔ Workflow Automation with N8n & GHL Industries Served: - Education - Healthcare - Fintech - E-commerce - Real Estate - Transportation - Enterprise Solutions - Logistics - Social Media Why Hire Me: 🤝 Excellent communication 🕒 On-time delivery 🧩 Problem-solving mindset ✅ Quality-oriented I’m happy to provide suggestions tailored to your project. Let’s schedule a Zoom call or chat to discuss your requirements. I’m available Monday–Friday.

Hey! I'm Mike, top 1% AI developer and machine learning engineer. In short, you’ve found your best AI partner, I helped more than 200 companies in fintech, healthcare, real estate and e-commerce to scale faster without scaling headcount. Want to start small? Book a consultation to see how I can turn your missed opportunities into revenue. Working with me means you’ll go away with revenue ready and production grade AI systems for SaaS, healthcare, real estate and fintech businesses. What I build: ✅ AI Agents & AI Chatbots – Python-based chatbot development with conversational AI that connects to your CRMs, APIs, and internal tools. Real automation, not just chat interfaces. MCP integration. Whether you need a sales agent, support bot, or an AI agent handling complex multi-step workflows — I build systems that actually work. ✅ AI Voice Bots – Phone agents for restaurants, hospitality, and service businesses. 24/7 availability with reservation and support capabilities. ✅ LLM RAG Systems – Machine learning-powered document search for contracts, knowledge bases, and internal data. Built on retrieval-augmented generation (RAG) for accurate, grounded answers from your own data. ✅ AI Co-pilots – Internal tools for finance, operations, and customer support teams. Think GPT-4-powered assistants with prompt tuning tailored to your workflows. ✅ SaaS AI Products & MVPs – Full stack AI developer expertise from architecture to first paying users. Complete web developer capabilities for end-to-end AI applications. I handle everything from full stack app architecture and REST API design to frontend builds in React and Next.js — so you get a complete product, not just a backend. ✅ Machine Learning Solutions – Time series forecasting, recommendation engines, fraud detection, and data science implementations. Recent case studies: - AI Healthcare Recommendation Engine – Python-based machine learning system helping UK patients search, compare, and book medical services by price, location, and availability. - AI CFO for Small Businesses – AI chatbot that connects to financial tools, surfaces insights, and runs business scenarios automatically. A great example of what a skilled AI developer can deliver for finance teams. - AI Travel Concierge – Multi-step AI agent handling flight/hotel search with business logic and booking-ready outputs. Built by an experienced chatbot developer with deep knowledge of conversational AI flows. - Restaurant AI Voice Bot – 24/7 phone AI agent built with Python that handles reservations via API, reducing missed calls. - AI Document Analysis (Legal/Mortgage) – Machine learning pipeline that reads complex documents, extracts data, and flags issues for compliance. Tech Stack: ✅ AI & Machine Learning OpenAI (GPT-4/4o/o1/o3), Claude, Gemini, LangChain, LlamaIndex, LangGraph, RAG, LLM RAG, MCP, vector databases ✅ Python Development Python, FastAPI, scikit-learn, pandas, NumPy, PyTorch/TensorFlow for machine learning. I write clean, well-structured Python code that's easy to maintain and scale — not the kind of spaghetti scripts you inherit from someone's side project. From Python scripting and automation to building full Python backends with async support and proper error handling, this is where most of my work lives. ✅ Chatbot Development & Voice AI Conversational AI, AI agents, chatbot developer tools, prompt tuning, Twilio, VAPI, Ultravox, WhatsApp, Telegram, web chat widgets ✅ Full Stack & Web Development Python backend, Node.js, React, Next.js, REST APIs, Stripe integration. I'm comfortable owning the full stack — database schema, backend logic, API layer, and a clean frontend. Whether it's a full stack web app from scratch or plugging AI into an existing product, I can take it from Figma to deployed. That includes full stack integrations with third-party tools, auth flows, dashboards, and anything else that makes a product actually shippable. ✅ Data Science & ML Time series analysis, recommendation systems, fraud detection, analytics dashboards (Streamlit, Dash) ✅ DevOps & Cloud Docker, AWS, GCP, CI/CD pipelines for AI products ✅ Security & Compliance GDPR-friendly architectures, PII handling, on-prem/VPC deployments for enterprise Not sure where to start? Book a consultation and let's turn your AI idea into reality! 100% job success. See client reviews!

AI Audio Engineer specializing in ASR, TTS, voice cloning, and generative music systems. I build and deploy production-ready audio AI pipelines — from speech recognition and synthesis to real-time music generation and audio intelligence. Every system is designed for low latency, edge deployment, and real-world scalability. I’m Ustym, an AI & Machine Learning expert and tech lead specializing in real-time speech, music, and audio processing. I help startups and R&D teams design, prototype, and launch AI-powered audio solutions that are robust, scalable, and ready for production. Whether you’re building a TTS voice assistant, enhancing voice quality, or generating music with style conditioning — I’ve got you covered. 🧰 WHAT I OFFER 🔹 Design and train ASR, TTS, voice cloning, and audio generation models 🔹 Build production-ready pipelines for speech, music, and sound AI 🔹 Optimize models for edge devices (ONNX, TensorRT, TFLite) 🔹 Deliver full-cycle ML development: from research to deployment 🔨 WHAT I BUILD I work across the full pipeline: research, data processing, model training, evaluation, and deployment. My solutions are designed for real-time performance, low latency, and production scalability. 🗣️ AI Speech Systems - ASR (speech-to-text), TTS (text-to-speech), voice cloning, speech enhancement - Speaker identification, phoneme recognition, prosody analysis - Robust to accents, emotions, background noise, and multilingual input 🎵 AI Music & Audio Generation - Generative music with mood/style/genre control, BPM/key detection - Instrument transcription, music captioning, stem separation, audio-to-MIDI - Trusted by music tech platforms and sound design teams 🔉 Audio Intelligence & Sound Analysis - Audio event detection, acoustic scene classification, similarity search - Text-to-audio generation, real-time audio understanding - Applied in smart environments, accessibility, health tech 🛠️ TECH STACK 🧠 AI Frameworks: PyTorch, TensorFlow, Keras, JAX, Hugging Face Transformers, Diffusers 🎙️ Speech & Audio Processing: Whisper, NVIDIA NeMo, SpeechBrain, Kaldi, ESPnet, Coqui TTS Librosa, Torchaudio, FFmpeg, SoX, PyDub, PyAudio, PortAudio 🎧 Generative Audio Models: StyleTTS, Bark, ElevenLabs, Descript Overdub, Magenta, MusicLM, AudioLM, Riffusion, DDSP ⚙️ Model Deployment: ONNX, TensorRT, TorchScript, TFLite, Docker, FastAPI ☁️ Cloud & MLOps: AWS (SageMaker, Lambda, EC2), GCP, Azure, MLflow, DVC, GitHub Actions 👨‍💻 Programming & Data Tools: Python, C++, JavaScript, NumPy, Pandas, SciPy, SQL, Git 🎯 INDUSTRIES I SUPPORT ✔️ Media & Entertainment – multilingual dubbing, personalized streaming, voice synthesis ✔️ Music Tech – AI tools for composition, tagging, sound design ✔️ Gaming & XR – dynamic sound, NPC voices, real-time audio events ✔️ Healthcare – assistive tools, voice diagnostics, accessibility ✔️ EdTech – pronunciation feedback, speech tutoring, language training ✔️ Smart Devices & Security – voice authentication, sound-based alerts ✔️ Customer Experience – transcription, voice agents, sentiment detection ✔️ Video & Film – dubbing, adaptive soundtracks, intelligent editing 💡 WHY ME 🔹 Deep Audio AI Focus – I specialize 100% in speech, music, and sound AI 🔹 Research-Driven Development – I follow the latest ML innovations and apply them fast 🔹 Production-Oriented Mindset – Models are built for deployment, not just demos 🔹 Business Alignment – My work supports real product outcomes and ROI I lead a team of AI/ML audio engineers at It-Jim, where we’ve built systems for voice tech startups, creative tools, medtech products, and smart environments. We bring in strong expertise in ASR, TTS, audio DSP, and full-stack ML delivery. Let’s talk if you need a hands-on expert to build or improve your Audio AI system. Whether it’s voice, music, or sound recognition — I’ll help you go from idea to real-world solution. Let’s build something amazing with sound!

𝐀𝐈 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐄𝐱𝐩𝐞𝐫𝐭 | 𝐧𝟖𝐧, 𝐌𝐚𝐤𝐞.𝐜𝐨𝐦, 𝐙𝐚𝐩𝐢𝐞𝐫, 𝐂𝐡𝐚𝐭𝐆𝐏𝐓 & 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 Are repetitive tasks slowing down your growth? I help founders, agencies, and enterprises save 100+ hours every month by building AI-powered automations, custom workflows, and seamless integrations that scale with your business. With expertise in n8n, Make.com (Integromat), Zapier, ChatGPT, and AI Agents, I design systems that replace manual work, reduce errors, and run 24/7—so you can focus on growth while automation handles the rest. 🔧 𝐖𝐡𝐚𝐭 𝐈 𝐃𝐨 ✅ Workflow Automation & AI Agents – Smart no-code/low-code automations in n8n, Zapier, Make.com for lead management, onboarding, reporting, and customer support. ✅ AI-Powered Solutions – Integrations with ChatGPT, OpenAI, Claude, LangChain & custom AI Agents for chatbots, content generation, voice agents, and decision-making workflows. ✅ API Development & Integrations – Connect CRMs, SaaS tools, and databases like Airtable, HubSpot, GoHighLevel, Salesforce, Pipedrive, Notion, Slack, QuickBooks & more. ✅ Custom Business Automations – E-commerce order flows, SaaS automation, CRM pipelines, marketing automations, and intelligent reporting systems. 🛠 𝐓𝐨𝐨𝐥𝐬 & 𝐓𝐞𝐜𝐡 𝐒𝐭𝐚𝐜𝐤 Automation: n8n, Make.com, Zapier, Paragon AI & LLMs: ChatGPT, OpenAI API, Claude, LangChain, Voice Agents Databases & CRMs: Airtable, HubSpot, Salesforce, Pipedrive, GoHighLevel Integrations: APIs, Webhooks, Google Workspace, Notion, Slack, Telegram Data & Reporting: Google Sheets, Excel Automations, Web Scraping 🌟 𝐖𝐡𝐲 𝐖𝐨𝐫𝐤 𝐖𝐢𝐭𝐡 𝐌𝐞? ✔ Proven Results – Clients save 100+ hours/month with my automations. ✔ Scalable Systems – Workflows that keep running long after hand-off. ✔ Clear Communication – Loom walkthroughs, clean documentation & simple explanations. ✔ Tailored Solutions – Every automation is custom-built to match your business goals. 📈 𝐂𝐥𝐢𝐞𝐧𝐭 𝐒𝐮𝐜𝐜𝐞𝐬𝐬 𝐒𝐭𝐨𝐫𝐢𝐞𝐬 💬 “Zain delivered an AI automation that reduced manual data entry by 70% and improved efficiency across our team. The ROI was immediate.” 💬 “The chatbot he built increased our customer engagement by 40%, improving satisfaction and lowering support costs significantly.” 📩 𝐋𝐞𝐭’𝐬 𝐁𝐮𝐢𝐥𝐝 𝐘𝐨𝐮𝐫 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 If you need an AI Automation Expert who can turn repetitive work into smart workflows, let’s connect. I’ll help you design systems that save time, cut costs, and scale your business effortlessly. ⚡ 𝐑𝐞𝐥𝐚𝐭𝐞𝐝 𝐊𝐞𝐲𝐰𝐨𝐫𝐝𝐬: AI Automation, Workflow Automation, Business Process Automation, n8n Expert, Make.com Expert, Zapier Expert, ChatGPT Integration, OpenAI API, AI Agents, AI Chatbot Developer, AI Voicebot, LangChain, API Integrations, Airtable Automation, Google Sheets Automation, CRM Automation, HubSpot, GoHighLevel, Salesforce, Pipedrive, SaaS Automation, Marketing Automation, Lead Generation Automation, Customer Support Automation.

Transforming complex data and novel research concepts into production-ready AI solutions. With over 8 years of experience at the intersection of AI research and enterprise-level engineering, I specialize in tackling challenges that require more than off-the-shelf solutions. I architect and build robust, scalable systems that turn raw data—from satellite feeds to real-time video—into actionable intelligence. Here's What I Build: 🛰️ Advanced Geospatial & Vision Systems: I develop end-to-end computer vision pipelines for complex environments. My experience includes: • Smart City Solutions: Building traffic monitoring and management systems using real-time object detection and tracking (as demonstrated in the Urban Guard project). • 3D Mapping & LiDAR Processing: Creating high-precision 3D models from LiDAR data for vehicle and drone tracking (showcased in the LiDARView system). • Automated Sports Analytics: Designing systems to track player and ball movements for real-time statistical analysis (like the Trackzella project). 💡 Custom Data & Annotation Platforms: I understand that great AI starts with great data. I build the foundational tools necessary for high-performance models: • Synthetic Data Generation: Engineering platforms to create diverse, realistic datasets for robust model training (proven with the Imagate platform). • Multi-Format Annotation: Developing collaborative tools for labeling images, video, and text to power specialized AI models (like the Anna annotation platform). ☁️ Scalable MLOps & Deployment: A model is only valuable when it's in production. I ensure your AI solutions are reliable and efficient using modern DevOps practices, including containerization (Docker, Kubernetes) and deployment across major cloud platforms (AWS, Azure, GCP). Key Technology Stack: • Languages & Frameworks: Python, PyTorch, TensorFlow, OpenCV • MLOps & Cloud: Docker, Kubernetes, AWS (SageMaker, S3), GCP (Vertex AI), Azure • Data & CV: LiDAR, Satellite Imagery Processing, Pandas, NumPy, Scikit-learn Are you looking to solve a complex R&D problem or build a first-of-its-kind AI application? Let's connect for a brief consultation to discuss your vision.