Experience
BizLink
October 2025 - PresentAI/ML ENGINEER (NLP & RESEARCH FOCUS)Remote
- Designed and deployed NLP systems matching SMBs with professional consultants using semantic search and embedding-based retrieval.
- Developed LLM-based recommendation pipelines, optimizing ranking accuracy and contextual relevance.
- Integrated AI models into production pipelines with REST APIs and Docker for scalable inference.
Suvidha Foundation
September 2025 - November 2025MACHINE LEARNING INTERNRemote
- Researched Multi-Document Abstractive Summarization with transformers under mentorship of a PhD in NLP.
- Built Proof-of-Concept summarization system with hierarchical context aggregation.
- Participated in community outreach programs supporting underserved populations.
Harvard Computer Society AI Bootcamp
2025ARTIFICIAL INTELLIGENCE FELLOWRemote
- Completed intensive AI program collaborating with Harvard students, focusing on frontier AI systems and real-world deployment challenges.
- Studied Transformers in depth and implemented one from scratch; covered embeddings, positional encoding, self-attention, cross-attention, feed-forward networks.
- Explored Reinforcement Learning: MDPs, Value Iteration, Policy Iteration, SARSA, Q-Learning, and Multi-Armed Bandits.
- Analyzed LLM architectures (ChatGPT, Claude, Gemini, Perplexity) and researched hallucination mitigation strategies.
- Completed hands-on projects: fine-tuned BERT, built mini-LLM, implemented Vision Transformers, and built neural networks from first principles.