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sbnikhil/README.md

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👨🏻‍💻 About Me

🤖   I'm an AI/ML engineer who loves building things that sit right at the edge of research and production — LLM systems, medical imaging pipelines, agentic AI, you name it.
🎓   Currently finishing my MS in Data Science at UW-Madison. Looking for full-time roles in AI/ML & Data Science starting May 2026.
🔬   I've done ML research in clinical settings and built production-grade LLM systems from the ground up.
🔐   Lately spending a lot of time in AI Security — building adversarial defenses, semantic firewalls, and LLM guardrail systems.
🌱   Always learning — lately I've been deep in continual learning, multilingual LLMs, and uncertainty estimation.
🎸   When I'm not at a keyboard, I'm playing music, hitting the gym, gaming, or out somewhere new.
💬   Always down to talk AI, collaborate on cool projects, or just geek out — reach out anytime!
✉️   Best way to reach me: nikhilbsunkara@gmail.com
📄   More about my work on LinkedIn


🛠 Tech Stack

Languages
Python  R  SQL  Java

Deep Learning & ML
PyTorch  HuggingFace  Scikit-learn  NumPy  Pandas

Generative AI & LLMs
LangChain  Ollama  vLLM  OpenAI

AI Security
LangGraph  FastAPI  Docker  Cassandra

Data & Cloud
GCP  Azure  PostgreSQL  Pinecone  Qdrant

MLOps & Tools
Airflow  Ray  Git  Linux


📫 Let's Connect

I'm open to full-time roles, research collabs, and cool side projects in AI/ML, Data Science, and AI Security. Let's build something!

LinkedIn  Gmail  GitHub

Pinned Loading

  1. critic-guided-self-adaptation critic-guided-self-adaptation Public

    Safe and Stable multilingual continual learning

    Jupyter Notebook

  2. agentic-semantic-firewall agentic-semantic-firewall Public

    A proxy layer designed to bridge the gap between AI utility and data privacy. It implements a multi-stage pipeline for scrubbing sensitive data and auditing model outputs

    Python 2

  3. OpenAegis OpenAegis Public

    safe desktop agent

    Python