Muneeb Ahmad Mxneeb

┌─────────────────────────────────────────────────────────────────┐ │ visitor@github:~$ whoami │ │ > Muneeb Ahmad — AI & ML Engineer │ │ │ │ visitor@github:~$ cat profile.json │ │ > edge AI · agentic systems · computer vision · data science │ │ > 3+ yrs exp · final year CS · fiverr level 1 seller │ │ > building things that actually run in the real world │ └─────────────────────────────────────────────────────────────────┘

⬡ Projects

👁️ EYE-CUE — Edge AI Navigation

Spatial assistance system for blind and low-vision users. On-device inference only — no cloud, no latency. Dual-stream depth + semantics fused with quantized Gemma 4.

`Dual-Stream`	Depth Anything V2 + TopFormer in parallel
`Navigation`	Fuzzy pathfinding — jitter-free guidance
`SOS Module`	Emergency alert with photo + GPS
`On-Device LLM`	Quantized Gemma 4 — zero API calls

🧠 LLM Unlearning — Enhanced

AI alignment framework for surgical knowledge removal from LLMs. High-precision LoRA-masking erases targeted data or behaviors without touching base capabilities.

`LoRA-Masking`	Parameter-level knowledge removal
`Grad Routing`	Targeted unlearning per cluster
`Preservation`	Base benchmark integrity verified
`Integration`	Plug-and-play with HuggingFace PEFT

💰 Financial RAG Agent

RAG pipeline for financial document intelligence — intelligent chunking, vector retrieval, and LLM reasoning for high-accuracy financial Q&A.

🎵 Music Rec — MFCC + ALS

Distributed recommendation engine using MFCC audio feature extraction and Apache Spark's ALS collaborative filtering with MongoDB as the metadata layer.

🔍 TextLens — OCR Desktop

Async OCR desktop app for images + PDFs via Tesseract, wrapped in a PyQt6 interface with theming, file history, and drag & drop support.

🎯 Focus Tracker — CV Productivity

Real-time attention monitor via CV — tracks attention, fatigue, frustration, and engagement as live percentages with personalized AI coaching messages.