Computer Scientist, AI/ML Engineer, and Climber — passionate about algorithms, competitive programming, and building intelligent systems.
Full profile: github.com/mathemage
- CompetitiveProgramming — my solutions from various online programming contests & practices [C++, Python]
- TensorCFR — Counterfactual Regret Minimization + Neural Networks [TensorFlow]
- mc-dropout-u-net-vaihingen — U-Net with Monte Carlo dropout for aerial image segmentation [PyTorch]
- tensorflow/tensorflow#53574 — contribution PR to TensorFlow main repo
- xphi-lhcb — analysis tools for CERN LHCb experiment (Ξ physics) [C++]
- QHack-2021 — repo for QHack: the quantum machine learning hackathon [Python]
- FUP-programming-exam — programming exam questions for Functional Programming class [Lisp, Haskell]
- neural-style — neural style transfer experiments [TensorFlow, NumPy]
- RegEx-DFA — regex to DFA implementation [Haskell]
- htools — helper tools and scripts [Haskell]
Sorted latest first.
- abugo-loom-2026 — Abugo job assignment repo with task brief, notes, and deliverables [Python, Markdown]
- preference-model-initial-assessment — RL-style Llama decoder block assessment with scratch-built RMSNorm, RoPE, GQA, and SwiGLU plus automated judge/test validation [Python, PyTorch, pytest, GitHub Actions]
- mindwell-assignment-ai-engineer-2026 — production-ready CBT assistant MVP with cited RAG answers, multi-agent safety checks, and privacy controls [Python, FastAPI, PostgreSQL]
- mindwell-assignment-2026 — AI CBT assistant MVP with RAG, safety guardrails, privacy-first handling, and evaluation tooling [Python, FastAPI, PostgreSQL]
- tv-nova-ai-assignment-2026 — TV audience share forecasting pipeline with EDA, deep-learning models, and Dockerized prediction service [Python, PyTorch, FastAPI]
- scio-assignment-2026 — real-time student progress monitor with teacher/student roles, QR group joining, and chat-based tracking [Python, FastAPI, React]
- boulder-daddy — professional bouldering coaching website with service details, pricing, booking, testimonials, contact form, and Instagram integration [Next.js, Tailwind CSS]
- deep-workflow — hosted deep-work planner for synced 45-minute focus sessions across laptops and phones [Django, PostgreSQL, HTMX, Alpine.js, Tailwind CSS]
- adhd-cockpit — production-ready multi-device-synced ADHD web app with dynamic UI and real backend intelligence [Django, HTMX]
- noema-forge — journaling web app for turning raw thoughts into clearer, searchable reflections [Node.js, Python, Markdown]
- endgames-master-thesis — MSc thesis on combinatorial game theory endgames
- AlphaGo-presentation — slides on “Mastering the Game of Go”
- CapsuleGAN-presentation — presentation on GANs with capsules
- AGT-spring-school-of-combinatorics-2014 — Spring School of Combinatorics materials
- separation-axioms — BSc thesis on topology separation axioms
- 📧 [email protected]
- 💼 linkedin.com/in/mathemage
- 🌐 mathemage.github.io
- 🐦 @mathemage — sharing AI, math & programming insights