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iem-haseeb/README.md

Muhammad Haseeb Ashraf

AI/ML Engineer · LLM/VLM Engineer · Edge AI Specialist

Building AI that works in the real world — not just in notebooks.

Portfolio LinkedIn Email GitHub


About Me

I am an AI/ML Engineer with production experience delivering intelligent systems for clients across the US, Malaysia, and Turkey. My work spans computer vision, large language models, vision-language models, and edge AI deployment on constrained hardware.

I do not just run experiments. I own pipelines end to end, from data annotation and model training to production deployment. I am also an active researcher at FAST-NUCES with contributions in Explainable AI, IoT security, and NLP progressing toward publication.

Deeply interested in Quantum AI and its intersection with computer vision and healthcare, a space I believe will define the next generation of intelligent systems.

"I take a good idea, go build it, and come back with receipts."


What I Build

Computer Vision     →   Object Detection · SAR Imagery · Satellite Analysis · Medical Imaging
LLMs & Agents       →   RAG · Graph RAG · Fine-tuning · Prompt Engineering · Voice Agents
Vision-Language     →   BLIP-2 · VLMs · Video Intelligence · Image Captioning
Edge AI             →   Qualcomm NPU/GPU/CPU · On-device LLM · Android Inference · Quantization
Healthcare AI       →   Clinical RAG · Doctor-Patient Transcription · Medical NLP

🏭 Production Projects

Project Domain Stack Client
Energy Asset Detection System SAR Imagery / Energy YOLO, CVAT, VV/VH Polarization 🇺🇸 US Energy
Aerial Storage Infrastructure Classifier Aerial Computer Vision YOLO11, CVAT, RTX 4070 🇺🇸 US Energy
Geospatial Infrastructure Intelligence Pipeline Geospatial AI YOLO, MAXAR, VEXCEL, QGIS, OSM 🏢 Enterprise
Enterprise Document Intelligence Platform Fintech Document Intelligence Neo4j, Python, FastAPI 💰 Fintech
Retail Loss Prevention Vision System Video Intelligence YOLO, LSTM, VLMs 🇲🇾 Malaysia
Multi-Domain Conversational AI System Conversational AI Django, LLMs, LangChain 🇹🇷 Turkey
Autonomous Voice Interaction Agent Agentic AI VAPI, LangFuse, OpenAI 🏢 Enterprise
Intelligent Document Processing Engine OCR & Parsing DeepSeek OCR, PaddleOCR, Azure 🏢 Enterprise
Medical Consultation Intelligence Platform Healthcare AI Next.js, LlamaIndex, OpenAI 🏥 Healthcare

🔬 Research & Experiments

Project Tech Highlights
Clinical RAG — MIMIC-IV ChromaDB, Gemini 2.0, Streamlit Zero hallucination · Perfect faithfulness
BLIP-2 Fine-tuning (LoRA) HuggingFace, PEFT, PyTorch BLEU 0.337 · CIDEr 0.929
Android On-Device YOLO Java, YOLO26n, Qualcomm Tools Real-time inference · Zero cloud dependency
Multi-Camera Detection Python, OpenCV, YOLO26n 3 simultaneous streams · No CUDA needed
Adaptive ACL Solidity, SDN, Game Theory IoT security · Blockchain ACL · Targeting publication
LLM XAI Benchmarking Transformers, XAI Frameworks 5+ SOTA LLMs compared · Targeting publication
Urdu Sentiment Analysis BERT, TF-IDF, Word2Vec 90% accuracy · Low-resource NLP
Transformer: Pseudocode → C++ PyTorch, Kaggle GPU Seq2seq code generation
DeepSeek Math Fine-tuning PEFT, LoRA, HuggingFace Math reasoning · Riddle solving

🛠 Tech Stack

AI/ML

Python PyTorch YOLO HuggingFace scikit-learn OpenCV

LLMs & Agents

LangChain OpenAI Ollama

Edge AI

Qualcomm Android

Backend & Tools

FastAPI Django Neo4j C++ Git

Data & Visualization

Pandas Tableau PowerBI


🏆 Achievements

  • 🥉 Cum Laude
  • 📋 Dean's List — 8 Consecutive Academic Terms
  • 🏆 ICPC Qualifier — 2021 & 2025
  • 🎓 Leading Edge Skills American Scholarship — Data Analytics ($2,750)

📫 Let's Connect

I am open to remote opportunities, research collaborations, and ambitious AI projects worldwide.

If you are building something hard and meaningful in AI — I would love to connect.

im-haseeb@outlook.com

Pinned Loading

  1. Data-Structures-FP Data-Structures-FP Public

    The text editor includes a suggestion engine that utilizes these data structures to store and retrieve relevant information. Additionally, the project features a GUI application for a more user-fri…

    C++ 2

  2. FASTAPI-TASK FASTAPI-TASK Public

    Python

  3. Car-Price-Prediction Car-Price-Prediction Public

    HTML

  4. FreeLance-website FreeLance-website Public

    Welcome to our ecommerce web app project! This project was completed as the final project at Qbatch by me. Our app allows users to hire sellers for their gig or project, and upon completion, they c…

    Ruby

  5. iem-haseeb iem-haseeb Public

  6. Research-And-Smart-Contract Research-And-Smart-Contract Public

    Jupyter Notebook

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