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isha822/README.md

Hi, I'm Sanjana πŸ‘‹πŸ½ πŸ’‘

AI/ML enthusiast with a strong drive to go beyond surface-level learning.

I'm a CS undergrad who gets genuinely excited about hard problems. I'm passionate about building a deeper understanding of artificial intelligence & machine learning β€” not just using tools, but understanding why they work. I love coming up with unique ideas that push me to think differently and challenge me to grow.


πŸŽ“ Education

B.Tech β€” Computer Science & Engineering Government Engineering College Bilaspur Β· CSVTU Β· Class of 2028

Building strong foundations in CS while spending every spare hour in the ML rabbit hole. πŸ‡


🎯 Current Focus

  • πŸ€– Machine Learning & Deep Learning β€” from theory to real, working implementations
  • 🧠 AI Systems β€” how intelligent systems reason, remember, and generalise
  • 🌍 Open Source β€” contributing to scientific Python ecosystems and learning from real codebases
  • 🐍 Python β€” writing cleaner, more intentional, production-quality code
  • πŸ“ CS Fundamentals β€” DSA, linear algebra, probability β€” the foundation that makes everything else click

πŸ› οΈ Skills & Tools

  • Programming: Python Β· C++ (basics)
  • ML & AI: Deep Learning Β· Classic ML Β· Neural Networks Β· RAG Β· LLMs & AI Agents Β· Time Series Β· Feature Engineering
  • Libraries: PyTorch Β· TensorFlow Β· Scikit-learn Β· Pandas Β· NumPy Β· Matplotlib Β· NetworkX
  • Dev Tools: Git Β· GitHub Β· FastAPI Β· Jupyter Notebook Β· Google Colab Β· VS Code
  • Other: Data Preprocessing Β· Model Evaluation Β· REST APIs Β· Vector Databases

πŸ’› What drives me

I'm driven by a deep curiosity to truly understand AI/ML β€” not just to use it, but to explore the why behind it. I learn and build every single day, with the goal of contributing meaningful, rigorous, and original work to the field. If a problem is hard enough to make me uncomfortable, I'm probably already hooked.


πŸ“¬ Let's connect


✨ Thanks for visiting my profile! More projects coming soon πŸš€

Pinned Loading

  1. neurohack_test neurohack_test Public

    Python

  2. movement movement Public

    Forked from neuroinformatics-unit/movement

    A Python toolbox for analysing animal body movements across space and time

    Python

  3. roshnitiwari1520/femfit roshnitiwari1520/femfit Public

    Bias-Corrected Health Tracking Engine for Women

    Python

  4. GSoC-2026-ML4SCI-Jet-Classification GSoC-2026-ML4SCI-Jet-Classification Public

    Jupyter Notebook

  5. phase-blind-gat phase-blind-gat Public

    Adversarial vulnerability analysis of complex-valued GAT beamformers for MU-MISO networks [Lu et al., IEEE 2025]

    Jupyter Notebook

  6. sae-structural-steering sae-structural-steering Public

    A mechanistic interpretability pipeline using SAELens to audit structural hierarchy in GPT-2 and evaluate induced model failure modes via targeted feature steering.

    Jupyter Notebook