About Me

Building computer vision, biometrics and LLM-powered applications that work beyond the notebook.

My Mission & Focus

I'm an AI engineer who loves turning messy data into systems that actually work. My journey started with a Bachelor's degree in Computer Software Engineering, where I got a solid grounding in software architecture, backend web development and machine learning.

After that, I spent two years at IR Solutions in Islamabad, working on machine learning and deep learning projects. I preprocessed data and trained models for many different kinds of problems, and that's where I learned how much of AI is careful, hands-on engineering.

Today I'm in the final year (M2) of my Master's in Biometrics and Intelligent Vision at Université Paris-Est Créteil France, after finishing my M1 with honors (14.50/20). My work here spans Deep Learning, Image Processing, Computer Vision, Biometrics, Software Integration and LLM-powered systems.

Right now I'm going deeper into these fields and exploring Agentic AI. I'm looking for an end-of-degree internship where I can build real-world AI solutions and keep learning from a great team.

Based in Paris, France•Available for Internship/Job opportunities

How I Work

From raw data to a working application, step by step.

Understand the Problem

Start from what the product or user actually needs, then turn it into a clear task, measurable metrics and a realistic scope.

Prepare the Data

Clean, preprocess and structure the data, with proper train/validation splits so the results can be trusted.

Choose & Train the Model

Pick the right tool for the job, from classic computer vision and CNNs to pretrained vision models and LLMs, then train, evaluate and iterate.

Evaluate Honestly

Test with the right metrics, such as error rates and threshold calibration for biometrics, and check where the model fails, not just where it works.

Build the Backend

Wrap the model in a FastAPI or Flask service with a simple interface, so it works as a real application and not only as a notebook.

Ship, Learn, Improve

Deploy, gather feedback, and keep improving the system step by step.

Skills & Tech Stack

The technologies I've worked with so far, and the ones I'm still learning.

Computer Vision & Biometrics

Real-time perception, facial biometrics, gesture recognition, and visual analytics.

OpenCV(Advanced)MediaPipe(Advanced)YOLO (v8/v10)(Advanced)Image Processing(Advanced)Face Recognition(Advanced)Biometric Verification & Identification(Advanced)Biometric Performance Evaluation(Proficient)Object Tracking(Proficient)OCR & Document Parsing(Advanced)Image Segmentation (SAM)(Proficient)Medical Image & Biosignal Analysis(Proficient)Image-Text Retrieval (CLIP)(Proficient)

Deep Learning & LLMs

Neural network design, multimodal foundation models, and generative AI systems.

Neural Network (CNN,RNN,Transformer)(Advanced)PyTorch(Advanced)TensorFlow / Keras(Proficient)Large Language Models (LLMs)(Advanced)Vision-Language Models (VLMs)(Advanced)RAG & Vector Retrieval(Advanced)LangChain / LlamaIndex(Proficient)Fine-Tuning(Proficient)Ollama / Local LLM Inference(Advanced)Prompt Engineering & Guardrails(Advanced)

MLOps & Backend Engineering

Production inference engines, containerized microservices, and acceleration.

Python(Advanced)FastAPI(Advanced)Flask(Advanced)Docker(Advanced)Asynchronous Task Queues(Proficient)RESTful API Design(Advanced)Git Workflows(Advanced)

Data, Databases & Cloud

Scalable data storage, vector databases, and cloud infrastructure.

PostgreSQL(Proficient)MySQL(Proficient)ChromaDB / Qdrant(Proficient)NumPy & Pandas(Advanced)Google Cloud Platform (GCP)(Familiar)Amazon Web Services (AWS)(Familiar)

Work Experience

Two years in industry, now deepening my skills with a Master's in Biometrics & Intelligent Vision.

AI Engineer

IR Solutions

Jan 2023 - Aug 2024Islamabad, Pakistan

Developed machine learning and deep learning solutions across different areas of AI, and integrated them into software applications.

•Built, trained and evaluated machine learning and deep learning models for a variety of projects, from data preprocessing to testing.

•Worked across different areas of AI, including computer vision tasks such as object detection and image generation, and gained exposure to NLP.

•Integrated trained models into software systems and applications, working with the wider engineering team.

•Prepared and cleaned datasets of different types, and improved model performance over several iterations.

Machine LearningDeep LearningPyTorchOpenCVMediaPipeFastAPIDockerSoftware IntegrationsLLMs

Machine Learning Engineer Intern

IR Solutions

Sep 2022 - Dec 2022Islamabad, Pakistan

Worked on machine learning tasks and built backend APIs to make models usable in real applications.

•Built and trained basic machine learning models, including data preprocessing and model evaluation.

•Developed REST APIs with FastAPI and Flask to serve machine learning models to applications.

•Cleaned and structured datasets to prepare them for training.

•Worked with the team to test, debug and improve the models and the services around them.

Machine LearningDeep LearningFastAPIFlaskPyTorchScikit-Learn

Education

Where I learned to build software, and where I'm learning to make it intelligent.

Master's Degree in Biometrics and Intelligent Vision

Université Paris-Est Créteil (UPEC)

2025 - Present

Specialized in machine learning, deep learning,computer vision, biometrics and image processing, with a focus on software integration and LLM-powered systems.

Core Coursework

Machine Learning & Deep LearningData capture and processingPattern recognitionComputer VisionImage ProcessingBiometricsSoftware IntegrationEmerging technologies (AR/VR/Smart systems)BiosciencesCommunicationsEthics ans privacyManagement Methods

Bachelor of Science in Computer Software Engineering

University of Engineering and Technology Mardan

2019 - 2023

Strong foundation in computer science and software engineering: algorithms, data structures, mathematics, databases, networks, web development and software architecture.

Core Coursework

Data Structures & AlgorithmsLinear Algebra & Multivariable CalculusProbability & Statistics for ComputingObject-Oriented Programming (Python & C++)Operating Systems & Distributed ComputingWeb DevelopmentDatabase Management SystemsComputer Communication NetworksBig Data

Looking for an AI Engineer for your team?

Open to full-time jobs and internships in AI and computer vision.

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