Aditya Mahakali

About Aditya Mahakali

I build AI products end-to-end — LLM backend APIs, vector search pipelines, and production-ready UIs that deliver measurable business impact.Over the last 2+ years at IBM, I’ve engineered Generative AI and RAG systems that went to production across banking, life sciences, telecom, cybersecurity, and government. My work consistently focuses on accuracy, latency, safety, and real-world adoption, not just model experimentation.Some outcomes I’m proud of- Improved technical QA accuracy from 56% → 77% across a 100k+ document corpus- Boosted NL2SQL query success 65% → 88% with a metadata-aware LLM microservice- Increased customer self-service usage by 60% for a drug-search virtual assistant- Achieved 85% first-call resolution for a banking chatbot through hybrid semantic search- Reduced RFP and marketing document prep time by 40–90% with LLM automationMy expertise sits at the intersection of LLMs + software engineering:RAG • Agentic AI • Multimodal LLMs • Prompt engineeringFastAPI • LangChain • Python • React • Microservices • KubernetesVector DBs ( Milvus, Weaviate, Elasticsearch ), Graph DB(neo4j)I’m passionate about turning research into usable products — not just prototypes. I enjoy building reliable AI systems that integrate into real workflows, with strong observability, safety controls, and measurable business ROI.#LLM #RAG #GenAI #AIEngineer #FullStack #FastAPI #VectorDB #LangChain #MLEngineer #AIProductEngineer

Experience

1. Senior Ai Ml Engineer

   Stealth AI Startup

   Apr 2026 — Present · IN

   Working on solving foundational challenges in Enterprise data

Education

• Central University of Rajasthan, Jaipur

  Bachelor of Science, Cs

  2018 — 2021

• Jawaharlal Nehru University

  Masters in Computer Application,, Computer Science

• Jawahar Navodaya Vidyalaya - JNV

  higher secondary , PCM

  2015 — 2017