// experience
Experience
06/2026 to 10/2026 · Berlin
Research Assistant
SRH Berlin University of Applied Sciences
- Compared four 2026 industry surveys on enterprise AI agent adoption, where reported uptake ran from 17% to 65%, and traced the gap to who each survey asked, how it defined an agent, and whether a vendor ran it.
- Reviewed five agent design patterns (ReAct, Reflection, Planning, Tool use, Multi-agent), going back to the original ReAct and Reflexion papers, and matched them to live deployments in banking and healthcare, and to the MCP and A2A protocols.
03/2023 to 08/2023 · Hyderabad
Machine Learning Intern
Coschool
- Built and shipped a 0 to 1 AI tutor serving 1,000+ beta users.
- Designed evaluation pipelines to catch unsafe or off-topic outputs, and fine-tuned GPT models with guardrails, cutting incorrect or off-topic answers by 80%+ across 500+ test cases.
- Built a RAG pipeline that improved contextual accuracy by 35%+.
- Deployed semantic chunking and Milvus ingestion for 10K+ documents, cutting retrieval latency by 40%.
// education
Education
04/2025 to 03/2027 · Berlin
MSc Artificial Intelligence
SRH Berlin University of Applied Sciences
Thesis (in progress): An LLM agent for assessing the utility and privacy of synthetic health data under GDPR.
10/2020 to 06/2024 · Punjab
B.Tech Computer Science and Engineering
Lovely Professional University
Specialisation in Internet of Things.