Showing 30 of 1,430 · Category: Machine Learning
Leakage-safe stress detection on the WESAD wearable dataset: subject-independent classification and arousal regression with nested leave-one-subject-out validation and SHAP explainability
Building and Training GPT locally from scratch.
Hum: a personal interpreter for nonverbal vocalizations. Runs in the browser.
A student community for Mathematical Engineering students to learn data science and machine learning from the ground up and build projects together.
From-scratch pathogenicity prediction for germline coding variants. No precomputed scores: ESM-2 + LightGBM dual-tower model, gene-disjoint and temporal ClinVar tests, ahead of all 37 dbNSFP predictors on newly added variants. Research use only.
Credit approval model on ~92k applications using four applicant financial variables: logistic regression reached 0.78 ROC AUC on ~18k hold-out applications, benchmarked against random forest, XGBoost and a neural network. ITESO Credit Models course.
One-script installer for Microsoft TRELLIS.2 on NVIDIA Blackwell (RTX 5090 / 50-series) under WSL2
Keeping all my DataTalksClub ML Zoomcamp submissions organized in one spot. This repo acts as a portal linking directly to my public Kaggle notebooks and homework runs.
⚡ Production-ready architecture blueprints, battle-tested system design patterns, and code implementations for autonomous AI agents and enterprise LLM systems.
COSMOS: learning as gauge dynamics on the Grassmannian. Reference implementation in Rust.
AI-powered onion quality grading and market forecasting system for AGMARK compliance using computer vision, defect detection, and wholesale price prediction.
Публичный роадмап «с нуля до junior ML Engineer» на 12 месяцев: классический ML, DL, внутренности LLM, LLM-инженерия и MLOps. Русский язык.
AI Resume Analyzer and Job Recommendation System with NLP Integration
中国象棋：Windows本地人机对弈、限时搜索、木质界面与社区经验共建。源于大学生C++大作业，面向象棋学习和AI研究；棋风插件与教师训练规划中。
Deep learning-based predictive maintenance system for Remaining Useful Life (RUL) estimation using NASA C-MAPSS FD001 data and an LSTM model.
Heart disease risk prediction web app using a KNN machine-learning model, FastAPI backend and an interactive HTML frontend.
TUI academia: math → Edge AI. Neovim keys. Rank Edge Mage se merece.
Machine learning-based QSPR modeling of organic corrosion inhibitors using RDKit, XGBoost, SHAP, and scaffold-based validation.
Built, trained and evaluated machine learning classification models and Artificial Neural Networks (ANN) in Python using pandas, NumPy and scikit-learn. Conducted the complete machine learning workflow in Google Colab, including data preparation, model training, validation, and performance evaluation.
5-Class Arabic dialect identification system distinguishing Egyptian, Gulf, Levantine, Maghrebi, and MSA across 5,000 sentences.
Unsupervised real-time time-series anomaly detection system with Matrix Profiles, Isolation Forests, and Autoencoders.
🇮🇳 ProjectSetu — Integrated Infrastructure Intelligence Platform (SIH26103 MoSPI). AI delay prediction, satellite geospatial radar, automated escalation workflows & public transparency portal.
Sentiment scores computed with the wrong language model (non-English content scored as if English)
High-throughput, offline appliance fault classification & safety escalation engine built with FastAPI and scikit-learn. Features explainable rule-based routing, 10.6ms p95 latency, and zero external runtime dependencies.
Behavior JIT for production AI. Turn verified repeated decisions into qualified local software.
SIGNALFORGE: end-to-end e-commerce intelligence platform. Python, SQL, DuckDB, scikit-learn, Streamlit and a Next.js app. Working vertical slice on seeded synthetic data.
Hopfield's 1984 graded associative memory on a Boolean hypercube: a shaper, not a recall. C++ core + Python SDK.
Find the one-character Adam bug, build FlashAttention from the online-softmax recurrence, size a 70B model's KV cache three ways. Tested NumPy companion to the book Math for ML Engineers: From Backprop to RLHF. Free Chapter 5 PDF inside.