Amith S.

AI Agent Developer | RAG Chatbots | Voice AI | Automation | Full-Stack

🔥 Top-Rated Plus AI Consultant on Upwork 🔥 My services: 🎨 AI Architecture Design ⚙️ RAG systems: ingestion → embeddings → vector DB → grounded answers with citations 🚀 AI Development (Agents, Platforms, Products) 🔍 AI Commercial Strategy Advisor 🤖 AI Strategy for Market Trends & Insights 🧠 Tech Advisor | Consultant My Abilities: ✅ I have strong hands-on experience in building AI-powered features for real client-facing web and mobile applications. ✅ I can design, develop, and deploy machine learning models end to end, from data preparation to production. ✅ I have created AI agents that automate tasks and support intelligent decision-making workflows. ✅ I have practical experience working with vector databases like FAISS, Pinecone, and Weaviate. ✅ I have practical experience working with RAG systems: ingestion → embeddings → vector DB → grounded answers with citations ✅ I am highly skilled in Python, with solid experience in machine learning (Scikit-learn, XGBoost) and deep learning (TensorFlow and PyTorch). ✅ I have worked extensively with LLMs, focusing on reasoning, reducing hallucinations, and optimizing context using models from OpenAI, LLaMA, and Claude. ✅ I communicate clearly and collaborate well with clients and cross-functional teams to deliver reliable AI solutions. How can I help: 💼 Identify the best AI opportunities in your business or market 🧠 Design and build your custom AI (agent, platform, product) 💸 Launch your AI to maximize profit & impact Sharing Knowledge in: ✅ Generative AI – LLMs, Chatbots, RAG, LangChain, LlamaIndex, Vector Databases, Prompt Engineering, Function Calling, Multi-Agent Systems, Autonomous AI Workflows, Fine-Tuning (LoRA, QLoRA, PEFT), HuggingFace, GPT-4o, Claude, Gemini, LLaMA, Mistral, Diffusion Models, and Hallucination Detection. ✅ Machine Learning & Neural Networks – Transformers, GANs, VAEs, GNNs, CNNs, LSTMs, Bayesian Models, Random Forests, and SVMs using PyTorch, TensorFlow, and Scikit-Learn. ✅ Data & Analytics – Regression, Classification, Clustering, Feature Engineering, Validation, and advanced statistical analysis for AI-driven insights. ✅ Vector Databases – Embeddings, similarity search, indexing, and scalable semantic retrieval using FAISS, Pinecone, Weaviate, and Milvus. ✅ Cloud & MLOps – AWS, Azure, GCP, Docker, Terraform, CI/CD, GitHub Actions, MLflow, DVC, and scalable model deployment pipelines. ✅ Backend & Infrastructure – API design, authentication, microservices, databases (SQL, NoSQL, Neo4j, BigQuery), and ETL pipelines. ✅ Leadership & Delivery – Agile project management, product roadmaps, technical documentation, and cross-functional team leadership. ✅ Programming Languages – Python, JavaScript, TypeScript, Node.js and SQL. ✅ Edge & Hardware Systems – Edge AI, GPU/TPU optimization, data streaming, and video processing (H264, H265, AV1).