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M · AhsanAgentic AI Engineer

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Selected Work · 17 case studies

Systems that ship.

From autonomous multi-agent systems to machine-learning pipelines, RF security research, and IoT hardware — a cross-section of what I build, grouped so the agentic work leads.

Offline · Privacy-First LLM

Local "Jarvis" AI Assistant

A fully offline personal AI assistant running local LLMs at zero cloud cost.

PythonLocal LLMsLlama

Multi-Agent · Emergent Behavior

Hybrid Intelligence Simulation Game

A civilization sim where NPCs reason with local LLMs and remember via SQLite.

PygameLocal LLMsSQLite

Automation · B2B Lead Generation

Google Maps Lead Scraper

A high-performance scraper automating B2B lead generation and business auditing.

PlaywrightPythonWeb Scraping

ML Signals · Backtesting

Algorithmic Trading Bots

ML-driven automated trading bots with a custom BTC/USDT backtesting engine.

Machine Learningyfinanceccxt

Classification & Retention

Customer Churn Prediction

An ML pipeline predicting subscriber churn to power retention campaigns.

Random ForestXGBoostSMOTE

Computer Vision · CNN

Defect Detection Image Classifier

A custom CNN separating defective from non-defective manufactured parts.

TensorFlowKerasCNN

Recommendation Systems

Collaborative Filtering Recommender

A movie recommender built on correlation of shared rating trends.

Collaborative FilteringCosine SimilarityPandas

Forecasting · Statistics

Time-Series Sales Forecasting

A time-series model forecasting daily product sales over a 4-week horizon.

Time SeriesHolt-WintersStatsmodels

NLP · Text Classification

Multi-Class Sentiment Classifier

Preprocessing + models categorizing reviews as positive, neutral, or negative.

RF Security Research · Controlled Test

Car Keyless Entry Replay (HackRF)

A replay study of a vehicle's keyless-entry signal using a HackRF One.

HackRF OneURHDragonOS

Sub-GHz · RF Forensics

433 MHz Doorbell RF Replay

Intercepted and replayed sub-GHz doorbell transmissions programmatically.

RTL-SDRRaspberry Pirpitx

Low-Cost RF · Controlled Test

Car Keyless Entry Replay (Raspberry Pi)

Captured and replayed key-fob signals on 314.65 MHz with low-cost hardware.

RTL-SDRRaspberry Pirpitx

Spectrum · RF Forensics

FM RDS Broadcaster & RF Jammer

A Raspberry Pi RDS FM transmitter plus a simulated jamming study.

Raspberry PiPiFmAdvgr-osmosdr

CNC · PCB Fabrication

Arduino CNC 2D Circuit Plotter

A 2D plotter drawing PCB traces with conductive ink — no chemical etching.

Arduino MegaCNC ShieldA4988

Power Electronics

Regulated Lab Bench Power Supply

An old ATX PSU rebuilt into a multi-rail variable DC bench supply.

Power ElectronicsATX ConversionHardware Engineering

Embedded · Robotics

Bluetooth-Controlled RC Vehicle

A 4-wheel vehicle driven from a custom Android app over Bluetooth.

Arduino UNOHC-05L298N

WiFi · Home Automation

IoT Smart-Home Automation Hub

A WiFi relay node controlling AC lines from a mobile app.

ESP8266Blynk IoTRelay Control