AI engineer specialized in production ML systems and generative AI infrastructure.
Research depth in Bengali speech AI and low-resource NLP — one of the rarest intersections in the field.
Building systems that work at scale, not just in notebooks.

# Production ML · Generative AI · Agentic Systems · Bengali Speech AI · Low-Resource NLP
print("Build real systems. Ship to production. Compound the learning.")

• 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

• 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

• 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

• 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
• Echo AI — Web-based interactive chatbot with a customizable interface
• 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

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.