Open to opportunities

Sidhant Satish

@sidhantsatish

Message

I build production AI agents, RAG systems, and full-stack applications with measurable performance gains.

India

Message

What I'm looking for

I'm looking to build production AI systems and full-stack products where I can own architecture, APIs, UI, testing, and deployment while improving performance, reliability, and automation.

At Outlier AI, I build AI agents with DSPy and CrewAI, RAG pipelines on Pinecone and Milvus, and a FastAPI and React.js monitoring dashboard. My work has cut manual review time by about 50%, improved fine-tuned model accuracy by 19%, and kept retrieval under 200ms.

Across independent client engagements, I've shipped FastAPI, Node.js, React.js, and Next.js products—from multi-agent workflows serving thousands of daily users to payment platforms and real-time music apps. I focus on reliable, tested deployments, including sub-300ms p99 APIs and zero critical production incidents over a seven-month engagement.

Experience

Work history, roles, and key accomplishments

Current

AI Software Engineer

Current

Outlier AI

Oct 2025 - Present (11 months)

Built AI agents with DSPy and CrewAI to automate data pipelines, cutting manual review time by about 50%. Set up RAG pipelines on Pinecone and Milvus for sub-200ms context retrieval and fine-tuned LLMs with LoRA/QLoRA, improving task accuracy by 19%.

DSPy Crew AI Pinecone Milvus Axolotl LoRAs QLoRA fastAPI Testing CI CD

AI/ML Systems Engineer

Independent Contractor

Nov 2024 - Jun 2025 (7 months)

Designed multi-agent workflows with CrewAI and LangChain to automate data extraction, cutting manual work by about 25%. Ran FastAPI backends serving GenAI features to thousands of daily users, maintaining p99 latency under 300ms and zero critical incidents over a 7-month engagement.

Crew AI Lang Chain fastAPI Python Pinecone Faiss Prompt Engineering CI CD Testing

Full-Stack AI Integration Engineer

Independent Contractor

Jul 2024 - Oct 2024 (3 months)

Shipped responsive React.js frontends with FastAPI backends for AI features, reducing round-trip latency by about 25%. Integrated Mistral and Hugging Face Transformers for automated text summarization, processing 500+ documents daily, and optimized a hybrid PostgreSQL/LanceDB setup to cut query latency by 30%.

React fastAPI Mistral Hugging Face Transformers PostgreSQL LanceDB CI CD Git

Backend & Web Developer

Independent Contractor

Apr 2024 - May 2024 (1 month)

Delivered a full-stack gym membership platform with React.js, Node.js/Express, and MongoDB, integrating Stripe and Razorpay for payments. Built RESTful APIs with JWT auth and role-based access control, and deployed with CI/CD for zero-downtime releases.