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BlueAvacadoo/README.md

Hi, I'm Anusha 👋🪐

Computational Mathematics @ Mahindra University • Quantum Curious • ML Tinkerer • Traffic Whisperer

Typing SVG


🌌 About Me

  • 🔭 Currently researching how Generative AI reshapes the way we think — building LLMs tuned for learning over seamlessness, with a side quest into gamifying it so people actually want to engage
  • 🪢 Spent my last hackathon untying mathematical knots with quantum computers (yes, really — Grover's algorithm meets braid theory)
  • 🛰️ Building physics-informed neural nets to hunt for exoplanets in TESS light curve data
  • 📈 Once made a machine learn Minneapolis traffic patterns better than most humans could guess them
  • 🕵️‍♀️ By day (okay, by freelance gig), I dig through patents as an IP researcher, hunting prior art like a detective with a spreadsheet
  • 🎤 Also moonlight as an emcee, debater, and the person who once interviewed Pico Iyer and lived to tell the tale
  • 🌱 Currently learning: Bayesian methods, optimisation theory, and how to make quantum circuits behave

🧪 Featured Projects

🪢 Quantum Search Pipeline for Braid Theory Custom Grover oracles + diffusion operators to "untie" knots and resolve secret braid words. Abstract algebra meets quantum computing. 🥉 3rd place, 48-hr hackathon. Qiskit NumPy Grover's Algorithm

🛰️ Exoplanet Detection PGNN Pipeline End-to-end pipeline to de-trend TESS light curves and classify transit signals with a physics-informed neural network. Built for an ISRO-sponsored hackathon. PyTorch Astropy Scikit-learn

⚙️ LightWeight-QC-Optimiser A bare-metal quantum circuit transpiler written in pure C — takes in gates, spits out an optimised, simplified circuit. C Quantum Circuits

🚦 Metro Interstate Traffic Prediction A bagged ensemble model forecasting traffic density across 48,000+ Minneapolis data points using temporal + weather features. Paper headed to ICMEET'26. 📄 Python Scikit-Learn Pandas

🧠 Impact of GenAI on Learner Cognition Independent research on how effortless AI answers affect cognition — plus a fine-tuned LLM designed to optimise for learning, and a gamification layer to make it stick. LLMs Fine-tuning Cognitive Science

🎮 mini_games_acm A collection of mini games built for the ACM student chapter. TypeScript

📚 Also curating Weekly_Readings — a running log of research papers I actually sat down and read (8 in one month, no big deal).


🔬 Research Interests

Quantum Algorithms  •  Physics-Informed ML  •  Bayesian Methods  •  Stochastic Processes  •  Human-AI Interaction & Cognition  •  Abstract Algebra applied to Computing  •  Astronomical Data Science

🛠️ Tech Stack



🎤 Off the Grid(For Fun)

  • 🗣️ Secretary, College Literary & Debate Club — professional overthinker of arguments, emcee for TEDx and friends
  • 💰 Treasurer, ACM Student Chapter — I make the spreadsheets and the fun events happen
  • 🌍 Top 50 speaker (of 200+) at the GEMS Model World School debate format, Dubai
  • ✍️ Once interviewed Pico Iyer and only panicked a little

📫 Reach me on LinkedIn or find the memes on Instagram — let's talk quantum knots, exoplanets, or why your brain might be getting lazy around AI.

Pinned Loading

  1. quarky quarky Public

    The primary objective of this study is to explore the application of Grover’s Algorithm to structured problems inspired by braid groups. Given a target tangle (a known permutation of 3 strands), th…

  2. LightWeight-QC-Optimiser LightWeight-QC-Optimiser Public

    This is a basic quantum circuit transpiler written in bare bone C. It accepts a quantum circuit consisting of gates performs a series of basic quantum gate optimisations to simplify the circuit. Th…

    C

  3. mini_games_acm mini_games_acm Public

    TypeScript

  4. Weekly_Readings_Oct25 Weekly_Readings_Oct25 Public

    8 diverse research papers studied and summarised over the month of October 2025.