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Ali HassanAI Engineer

The work, in the open

AI and machine learning projects

These are the computer vision, language and agentic systems I have built and left running: trained models, deployed services, and the code behind both. All of it is public on GitHub as alihassanml, alongside the rest of the repositories.

Browse the GitHub profile

150 Public repositories

298 GitHub stars earned

5 Focus areas

Showing 28 of 28 projects.

Computer Vision

Face Emotion Detection

A YOLOv11 detector trained on a custom facial dataset that reads emotion straight from a live video feed, class by class, frame by frame.

5 emotion classes, real time

YOLOv11UltralyticsOpenCV31
Computer Vision

Smoking Detection

Workplace safety monitoring that flags smoking in real-time camera feeds, built for sites where a missed detection is a compliance failure.

Live video inference

YOLOv11OpenCVPython26
Computer Vision

Self-Driving Steering Model

A convolutional network that predicts steering angle directly from road imagery, trained end to end on driving footage.

End-to-end control

TensorFlowCNNNumPy20
Computer Vision

Sign Language Recognition

A 40-class YOLOv11 model that reads hand signs in real time, built so deaf users get an interpreter that runs on a laptop camera.

40 gesture classes

YOLOv11PythonOpenCV12
Agents & LLMs

Agentic Stock Analysis

A multi-agent system where research, analysis and recommendation agents divide a market question between them and report back with reasoning.

Multi-agent pipeline

LangChainGroqPython6
Applied Products

SmartSurv Surveillance

An autonomous security layer that turns existing CCTV into a system which watches, classifies and escalates events on its own.

Legacy CCTV, retrofitted

TypeScriptDeep SORTFastAPI5
Agents & LLMs

ResearchMind AI

A research assistant built on the programmatic agent hand-off pattern, so a question moves between specialist agents instead of one model guessing.

Agent hand-off pattern

Pydantic AIPythonOpenAI1
RAG & NLP

Knowledge Graph RAG

Production-ready retrieval that builds a knowledge graph first, so answers follow relationships in the source material rather than nearest-neighbour luck.

Graph-grounded answers

Neo4jLangChainPython1
MLOps & Data

Claude Code Monitor

A local dashboard over your own agent usage: tokens, cost, prompts, sessions, tool calls and the failures nobody logs.

Runs fully local

PythonAnalyticsCLI1
RAG & NLP

Federated Learning for RAG

Training across separate institutions without moving a single raw document, using federated averaging over distributed nodes.

Raw data never leaves site

PyTorchFederated LearningPython1
RAG & NLP

FedSearch Enterprise QA

A FastAPI backend for enterprise document search and question answering, sized for corpora that break naive vector search.

Production API

FastAPIRAGVector DB2
Applied Products

LinkedIn Follow-Up Engine

Follow-up sequencing across n8n, PhantomBuster and Sheets, so outreach keeps running when nobody is at the keyboard.

Zero manual sends

n8nPhantomBusterAutomation5
Agents & LLMs

AI Avatar Video Pipeline

A pipeline that picks up a trending topic, writes it, renders an avatar presenter and publishes the video without a human in the loop.

Topic to published video

PythonTTSAutomation4
Agents & LLMs

Adaptive Conversational AI

A local-LLM chatbot that adapts its replies to a user's personality, holds long-term memory and tracks sentiment across a conversation.

Long-term memory

OllamaLangChainPython2
Computer Vision

Illegal Activity Detection

A FastAPI detection service that watches a stream for suspicious activity and returns annotated frames with the alert.

Streaming inference

FastAPIYOLOOpenCV2
Agents & LLMs

Voice AI Agent

A real-time voice agent wiring DeepSeek-R1 reasoning to AssemblyAI transcription and ElevenLabs speech, tuned for turn latency.

Real-time turns

DeepSeek-R1AssemblyAIElevenLabs2
RAG & NLP

AI Resume Screening

Semantic matching between resumes and job descriptions, with skill extraction and scoring that a recruiter can actually audit.

Explainable scoring

TransformersNLTKFastAPI2
Applied Products

Halify Proposal Intelligence

A full-stack platform that scrapes the market, reads the signals with GPT and writes the business proposal that follows from them.

Research to proposal

TypeScriptOpenAIScraping1
Computer Vision

IoT Dual-Auth Access Control

RFID and facial recognition together on an Arduino gate, because one factor at a door has never been enough.

Two-factor at the door

FaceNetArduinoOpenCV1
Applied Products

Two-Way Deaf Assistant

A Flask and MediaPipe system that translates speech into sign and sign back into text, closing both directions of the conversation.

Two-way translation

FlaskMediaPipePython1
Agents & LLMs

Food Recommendation Agent

A small FastAPI and LangChain agent that answers one question well: what should you eat right now.

Single-purpose agent

FastAPILangChainPython1
Computer Vision

Theft Detection

YOLOv11 trained on in-store theft behaviour, catching the motion pattern rather than waiting for the missing stock count.

Behaviour-level detection

YOLOv11OpenCVPython2
Computer Vision

Gesture Recognition

A YOLOv11 gesture model trained on a custom rock-paper-scissors dataset, fast enough to keep up with a real game.

Sub-100ms response

YOLOv11ONNXOpenCV6
MLOps & Data

Credit Risk with AutoML

Default prediction on a large lending set, paired with explainable AI so a rejected application can be justified line by line.

Explainable decisions

AutoMLSHAPPython2
MLOps & Data

Versioned ML Pipeline

An emotion classification pipeline wired through DVC, so every experiment has a reproducible path back to its data.

Fully reproducible runs

DVCScikit-learnPython1
RAG & NLP

Mental Health Risk Detection

A transformer classifier for multi-class mental health and suicide risk signals, built with the caution that subject demands.

Multi-class risk model

TransformersPyTorchNLP
Agents & LLMs

arXiv MCP Server

An MCP server and client pair that gives any agent a clean tool for pulling research papers on demand.

Standard MCP transport

MCPPythonLangChain1
MLOps & Data

Transformer Stock Forecasting

Sequence forecasting on market data with a transformer backbone, benchmarked against the usual statistical baselines.

Benchmarked forecasts

PyTorchTransformersPandas1

Next one

Yours could be the next repository.

If one of these is close to the thing you need built, say so and I will tell you what it would take.

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