Hello world — I'm

Muhammad Junaid.

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Years Experience

Projects Shipped

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Publications

Muhammad Junaid

@itsMeJunaid · AI Engineer

// projects

Featured work

A selection of ML, vision and NLP projects — flip any card to see the stack and links.

Screenshot of YOLO object detection output

Advanced Object Detection

PyTorchOpenCVYOLO

Advanced Object Detection

Real-time object recognition with deep CNNs — 60+ FPS on commodity GPUs, custom-trained on domain datasets.

Code Demo

Sentiment Analysis

BERTTensorFlowspaCy

Sentiment Platform

Transformer-based emotion & sentiment classifier with batch/stream pipelines and an analytics dashboard.

Code Demo

Predictive Analytics

Scikit-learnPandasXGBoost

Predictive Analytics Engine

Forecasting ensemble for business KPIs — automated feature engineering, drift monitoring and explainable outputs.

Code Demo

Neural Style Transfer

TensorFlowGANsKeras

Neural Style Transfer

Artistic image re-synthesis with GAN & VGG-based loss — tunable stylisation, fast inference pipeline.

Code Demo

Medical Segmentation

U-NetPyTorchOpenCV

Medical Image Segmentation

U-Net based tumour detection with boundary-aware loss and dice-coefficient above 0.92 on held-out scans.

Code Demo

RAG Chatbot

PythonFAISSTransformers

Retrieval-Augmented Chatbot

Conversational assistant over custom docs with embedding search + reranking — deployed as a REST API.

Code Demo

// about

The engineer behind the code

Turning messy data into useful intelligence.

I'm an AI & Machine Learning Engineer with 2+ years of hands-on experience building intelligent systems — from computer-vision pipelines and NLP models to production-ready chatbots.

I work best at the edge of research and engineering: prototyping with papers in one tab and deploying to production in another. Currently at Xact Mind Pvt Ltd., building model-optimisation and ethical-AI tooling.

Python0

Scikit-learn & Pandas0

TensorFlow0

Computer Vision (OpenCV / YOLO)0

PyTorch0

NLP & Chatbot Development0

Python TensorFlow PyTorch OpenCV Hugging Face Docker GCP Git SQL Flutter

// experience

My journey

2024 — Present

AI & ML Engineer

Xact Mind Pvt Ltd.

Shipping production ML/DL pipelines for predictive analytics & automation.
Driving model-optimisation work — quantisation, pruning, ONNX export.
Building internal chatbot tooling with retrieval-augmented architectures.

2022 — 2024

AI Research Assistant

University Research Lab

Researched reinforcement-learning algorithms for robotics applications.
Co-authored two papers published at top-tier conferences.
Built simulation environments + reward shaping for locomotion agents.

2021 — 2023

Data Analyst

Freelance / Self-employed

Turned raw client data into actionable dashboards and forecasting models.
Clients across healthcare, finance, retail and tech.
End-to-end: ingestion → modelling → visualisation → deployment.

2022 — Continuing

B.S. Software Engineering — AI specialisation

University of Kotli AJ&K

Thesis: Novel approaches to transfer learning in computer vision.
Coursework: ML, DL, distributed systems, HCI.

// contact

Let's build something

Full-time roles, freelance projects, research collaborations — all welcome. I reply within 24h.