Looking for a job

Kartikey Sharma

@kartikeysharma1

Message

I build and deploy LLM-based RAG and multimodal AI applications using Python, FastAPI, Docker, and AWS.

India

Message

What I'm looking for

I'm looking for AI/ML, generative AI, or LLM engineering roles where I can build, evaluate, and deploy practical LLM-based systems and machine learning workflows.

I've built and deployed GenAI inference APIs at Outlier.ai using FastAPI, Docker, and AWS EC2, reducing inference latency by up to 40% through asynchronous processing, request batching, and caching.

I develop and evaluate LLM systems, from prompt evaluation frameworks for instruction-following and consistency to Python, Pandas, SQL, and BigQuery pipelines for large-scale text evaluation.

My projects include RecallAI, a RAG-powered PDF assistant using LangChain, Hugging Face, Mistral AI, and ChromaDB, and Vision AI Studio, a Florence-2 multimodal application supporting seven computer vision tasks. I've also built a Power BI hospital analytics dashboard that identified a 15% ICU underutilization pattern.

Experience

Work history, roles, and key accomplishments

Machine Learning Engineer, LLM Systems

Outlier.ai

Dec 2024 - May 2025 (5 months)

Designed and deployed GenAI inference APIs using FastAPI, Docker, and AWS EC2, implementing asynchronous processing, request batching, and caching to reduce inference latency by up to 40%. Built prompt evaluation frameworks and developed data pipelines for large-scale text datasets using Python, Pandas, SQL, and GCP BigQuery.