About
I am an AI/ML engineer with production experience fine-tuning large language models, building supervised fine-tuning and preference-pair datasets, and shipping model-evaluation and safety pipelines. Most recently at Studio Ilios / Humanova Minds, I have trained and published over 20 open-weight models on HuggingFace across medical, retrieval, and code domains, working in this field since 2025.
My work spans Python, Go, TypeScript, and JavaScript codebases where I review and debug model-generated code and write structured labeling guidelines. I have built large-scale datasets from raw sources such as CMS regulatory XML and PubMed text, designed multi-stage safety and hallucination detection pipelines, and deployed quantized models using GGUF, Ollama, vLLM, and TGI serving frameworks.
What I'm looking for
I am looking for a challenging technical role where I can architect and deploy stateful, autonomous systems at scale. I want to work on complex problems involving LLM routing, long-context RAG, and multi-agent workflows. The ideal opportunity offers high technical autonomy, allowing me to build end-to-end across the stack, and is backed by a team that values scalable system design over bureaucratic agile processes.
Experience
AI Engineer Lead
Studio Ilios / Humanova Minds
Jan 2025 – Jun 2026
I am a Lead Full-Stack AI Engineer who recently architected and shipped end-to-end applications for a fast-paced health and fitness startup.
I specialize in bridging advanced AI with scalable infrastructure, having built everything from mobile fitness trackers with wearable integrations to complex, hallucination-controlled RAG pipelines using LangGraph and multi-agent orchestration.
I thrive in highly autonomous, remote-first environments where I can own the entire product lifecycle from database design to frontend deployment.
React NativeMulti AgentGolangNodejsOn-device LLM
Education
Dayananda Sagar College of Engineering
Computer Science & Engineering
2021 – 2025
Skills
LeadershipVoice AIStripeWearablesHealth careArchitectureLinuxExpoQLoraMulti AgentLangraphRAGLLMsFull StackTypescriptNextjsReactGolangPython
Languages
English (Professional working proficiency)
