AI engineer and founder. I build AI agents that do real work, and I want to understand what it takes to get from those agents to AGI.

• Founder and CEO of ReWoo: AI agents that run business work for early-stage founders
• CTO at a UK-based fintech startup
• Kaggle Master, top 1%
• Built Toolly solo: 500+ AI tools

Ask me about: production RAG (hybrid search, reranking, evals), multi-agent systems with LangGraph, and Kaggle competition strategy

Open to AI/ML roles, consulting, and research work.

• Production-grade-RAG — Production RAG API built on FastAPI, LangChain, OpenAI, and Qdrant with retrieval evaluation and query monitoring
• Training Data Bot — Automated pipeline converting raw documents into quality-scored LLM fine-tuning datasets for QA, classification, and summarization tasks
• NeuroBridge — Middleware layer connecting LLMs to external systems and APIs for seamless production agentic integration
• GPT-2-Rebuild-nanoGPT — Step-by-step GPT-2 reconstruction from scratch, following Karpathy's methodology for deep architectural understanding
• GenAI-Roadmap-with-Notes-Using-LangChain — Structured GenAI learning path with hands-on LangChain implementations and architectural notes
• Agentic-AI-Roadmap-with-Notes-Using-LangGraph — End-to-end agentic AI curriculum with LangGraph implementations, from single agents to multi-agent orchestration
• claude-research-excellence — AI-powered research paper creation framework built for top-tier academic rigor
• Agentic-RAG-Platform — ⭐ Reproducible, evaluated, secured, and deployable Agentic RAG platform for continuously changing organizational knowledge
• Agentic-AI-Eval-Harness ⭐ — Production-grade evaluation harness for agentic AI systems
• RAG-Roadmap-with-Notes-and-Projects — End-to-end learning path for Retrieval-Augmented Generation, from core concepts to agentic RAG systems and production deployment

• 100 AI Machine Learning Deep Learning Projects — 100 production-oriented AI solutions spanning computer vision, NLP, and deep learning
• Prices_Predictor_System — End-to-end ML pipeline for price prediction with ZenML orchestration and MLflow experiment tracking
• ML-Algorithm-Library — Pure-Python implementations of core ML algorithms — built to understand, not just use
• ML Roadmap and Notes — Curated ML learning path with structured notes from fundamentals through advanced topics
• Book Recommender System — Collaborative and content-based recommendation engine using user reading history
• Laptop Price Predictor — Regression model predicting laptop prices across hardware configurations
• Stock Price Prediction — LSTM-based temporal model for stock price forecasting on historical data
• Machine_Learning_Housing_Corp — California housing value prediction benchmarked across multiple ML approaches
• Movie Recommender System — Personalized movie recommendations using content-based and collaborative filtering
• 50-Days-of-Machine-Learning — An immersive 50-day project guiding learners through essential ML concepts with daily hands-on exercises

• BUET-CSE-Fest-2026 ⭐ — Bengali ASR and speaker diarization systems built for BUET CSE Fest 2026 — private WER 0.37967 (Rank #28), private DER 0.28625 (Rank #19)
• Resume Screening — NLP pipeline for automated, bias-aware candidate evaluation
• Sentiment Analysis — Text sentiment classification deployed as an interactive Streamlit application
• Email Spam Classifier — High-accuracy spam detection using ML with NLP preprocessing
• Prompt Engineering — Curated resources for systematic prompt design and optimization

• Gesture Volume Control — Real-time hand gesture volume control using OpenCV and MediaPipe
• Posture Detection — Pose estimation system with configurable face overlay and real-time feedback
• Cat vs Dog Classification — CNN binary image classifier trained and benchmarked on the standard dataset

• QuantScope — Quantitative stock analysis platform combining fundamental and technical data for investment research
• Vendor-Performance-Analysis — Vendor metric analysis for procurement optimization and supply chain decision-making
• COVID-19 Global Impact Analysis — Statistical analysis of WHO global COVID-19 data across regions and time periods
• Olympic History Analysis — Visualization of 120 years of Olympic performance and national achievement trends
• Study Abroad Dataset — Interactive cost comparison for global study programs by country and institution
• Data-Science-Salary-Predictor — Exploration of data science salary trends across experience levels, regions, and roles

• PaperMap — Visual library transforming landmark AI research papers into structured, interactive educational experiences
• Toolly — AI-powered productivity platform powering toolly.tech
• Toolly_Studio — Streamlit app for professional product ad generation using Bria AI's image APIs
• Harvard Website — Clean, responsive portfolio site built on Harvard's visual design language
• 100 Simple Websites — Progressive front-end projects covering HTML, CSS, and JavaScript fundamentals
• Personal Website — Portfolio at adilshamim8.github.io showcasing projects and technical writing
• LearnEnglish — Interactive Bengali-to-English vocabulary platform covering the 3,000 most common English words

• AI-Engineering — Research into AI engineering interview assignments, take-home challenges, and hiring practices
• Fintech-AI-Engineer-Mastery — Expert-level curriculum and engineering lab for AI Engineers specializing in Financial Technology
• Awesome-AI_ML-Startups — Community-driven monthly tracker of AI/ML and tech startups, sourced from YC, Crunchbase, Forbes AI 50, and top VC portfolios
• fde-field-guide — A practical field guide to becoming and working as a Forward Deployed Engineer
• DSAwithPython — Python implementations of fundamental data structures and algorithms
• MathForAI — A single-page-per-module curriculum teaching the math behind modern AI and machine learning
• Build-with-Claude-Code — Deep notes, assignments, and working solutions for learning Claude Code, from agentic loops to multi-agent systems
• AI-for-Everyone — A free 30-day beginner roadmap teaching non-technical people to use AI in daily life, in Bengali and English
• cheat_sheet — Fast-loading developer reference platform distilled to the 20% of knowledge that resolves 80% of real-world usage
• System-Design-For-AI — System design for AI, taught like a story, from zero to production
• CloudAcademy — AWS Cloud learning platform, beginner to expert

Kaggle Competition Solutions: AdilShamim8/Kaggle_Competitions

5 projects. Real systems. Zero hand-holding.
A hands-on curriculum for engineers who want to go from understanding LLMs to building production AI systems — step by step, project by project.

Each project builds on the last. Start at 101. Ship something real at every step.