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nikjohn7/README.md

Hey there, I'm Nikhil John

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About Me

AI Engineer with 3+ years building production ML systems, LLM applications, and data pipelines. MSc in Data Science (Distinction) from University of Bath. Currently based in Melbourne, exploring opportunities in applied AI and GenAI systems.

  • Building LLM pipelines, RAG systems, and Agentic AI workflows
  • Architecting Knowledge Graphs with natural language interfaces
  • Scaling ML systems to process millions of data points
  • Published 9-part AI whitepaper series on content protection & media analytics

Achievements


AIMO Math Olympiad
Rank 204/2672

LLM Science Exam
Rank 197/2664

Tech Stack

Full Stack Details
Category Technologies
Languages Python, SQL, R, PySpark
ML/AI LLMs, RAG, Agentic AI, NLP, Transformers, spaCy, Computer Vision, RL
Frameworks PyTorch, Hugging Face, FAISS, TensorFlow, Keras, LangChain
Databases Neo4j, Elasticsearch, PostgreSQL
Cloud AWS (Lambda, SageMaker, SNS), Azure, GCP
Tools Docker, Git, vLLM

Featured Projects


GitHub Stats

GitHub Stats Top Languages


Open to collaborating on LLM applications, knowledge graphs, and AI systems

Pinned Loading

  1. aichamp-rl-task aichamp-rl-task Public

    Assessment for an RL Environment Engineer

    Python

  2. bank-marketing-ml-service bank-marketing-ml-service Public

    Production ML service for bank marketing prediction with reproducible training pipeline and lightweight API.

    Jupyter Notebook

  3. OneCorp-Multi-Agent-System OneCorp-Multi-Agent-System Public

    My solution for OneCorp's email workflow problem statement as part of the StarPlanAI hackathon

    Python