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gokulakrishnanbalaji/README.md

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Hi there, I'm Gokulakrishnan 👋

Applied Scientist · ML & NLP · M.Tech DS & AI @ IIT Madras

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🚀 What I'm up to

  • 🧠 M.Tech in Data Science & AI at IIT Madras (2024–2026)
  • 🧩 Incoming Applied Scientist Intern @ Amazon (Jan–Jun 2026)
  • 💼 Incoming Applied Scientist @ Microsoft (FTE)
  • 🌍 Interested in LLMs, Agentic AI, NLP, and production ML systems

I like taking ideas from research papers and turning them into robust, deployable systems.

🧾 At a Glance

  • 🎓 Education
    • M.Tech in Data Science & AI – IIT Madras (2024–2026)
    • B.S in Data Science – IIT Madras (2020–2024)
    • B.Tech in Information Technology – SSN College of Engineering (2020–2024)
  • 🏆 Achievements
    • Top-5 in SemEval-2024 (Semantic Textual Relatedness)
    • AIR 300 in GATE 2024 (Data Science & AI – DA)
  • 🗣️ Leadership
    • Public Relations Manager, IEEE Computer Society – SSN College of Engineering

🛠️ Tech Stack

👨‍💻 Languages

Python · C++ · SQL · JavaScript

🤖 ML / DL / NLP

PyTorch · TensorFlow · Scikit-learn · Transformers · LangChain
NLP · Computer Vision

🌐 Web & Backend

Flask · FastAPI · Vue.js · HTML · CSS · JavaScript · RBAC

🗃️ Databases

SQLite · MySQL · PostgreSQL

🧰 Tools & Infra

Git · Docker · Streamlit · MLflow · DVC
Celery · Redis · Pandas · NumPy · Matplotlib · Power Platform
Prometheus · Grafana

🔬 Research

🧩 Sentence-BERT for STR in Low-resource Languages

  • Top-5 in SemEval-2024 competition (Semantic Textual Relatedness)
  • Fine-tuned SBERT and T5 models on Indic, African, and Arabic dialects
  • Achieved 0.835 Pearson on English, with 0.74 cross-lingual average
  • Paper link: https://aclanthology.org/2024.semeval-1.260/

🧠 Agentic AI for Root Cause Analysis (RCA)

  • Designed an Agentic AI system for automated RCA on enterprise data
  • Used RAG for context-aware SQL generation & deep-dive analytics
  • Iterative reasoning loops to detect bottlenecks and infer root causes

💼 Experience & Leadership

  • 💼 Digitalisation Intern — SKF India (May 2025 – Jul 2025)

    • Built apps with Power Apps, Power Automate, SharePoint
    • Demo-unit booking system for German sales team (4.7/5 satisfaction)
    • Leaderboard app for directors with incentive tracking
    • Ran AI awareness workshops (Copilot, Power Platform) for HR & Marketing

  • 🧑‍💼 Public Relations Manager — IEEE Computer Society, SSN College of Engineering

    • Managed outreach, event visibility, and communication between students, faculty, and industry speakers

📫 Let’s Connect

If you’re working on applied NLP, LLMs, or agentic AI systems and want to chat or collaborate, feel free to reach out!

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  1. Agentic-AI-for-RCA Agentic-AI-for-RCA Public

    Jupyter Notebook

  2. semeval-sentence-relatedness semeval-sentence-relatedness Public

    Jupyter Notebook 2

  3. Sequence-to-Sequence-Transliteration Sequence-to-Sequence-Transliteration Public

    Jupyter Notebook

  4. Loss-Landscape-Geometry-Optimization-Dynamics Loss-Landscape-Geometry-Optimization-Dynamics Public

    Python

  5. NER-from-Noisy-Speech NER-from-Noisy-Speech Public

    Python

  6. Stock-Pulse Stock-Pulse Public

    Python