Muhammad Rizwan
Open to Work

Muhammad Rizwan

AI/ML Engineer — Lahore, Pakistan

I build multi-agent systems, computer vision, and generative AI products — end to end, from research to production.

About

AI/ML Engineer and BS Artificial Intelligence graduate from The Islamia University of Bahawalpur (2022–2026).

I build practical AI systems across machine learning, NLP, computer vision, and generative AI—from model development to API-based applications. My work includes bilingual scam detection, mango-leaf disease classification, pose-based fitness coaching, and the MARS-NLP research project on multilingual scam-message classification.

My engineering toolkit includes Python, scikit-learn, TensorFlow/Keras, PyTorch, OpenCV, FastAPI, Flask, Docker, and Git/GitHub. I’m interested in entry-level AI/ML engineering roles, internships, contract work, and remote opportunities.

Skills

Programming & Machine Learning

PythonSQLMachine LearningDeep LearningClassificationModel EvaluationScikit-learnTensorFlow / KerasPyTorch

NLP & Generative AI

NLPLLM ApplicationsRAG ConceptsPrompt EngineeringGoogle Gemini APIGroq APIBilingual Text Classification

Computer Vision

YOLOv8 / YOLOv11MediaPipeOpenCVMobileNetV2Pose Estimation

Backend & Infra

FastAPI Flask Docker Google Cloud Run WebSockets SQLite / MongoDB

Selected Projects & Research

Research project studying multilingual scam-message classification with classical ML baselines and transformer-model comparisons. The public repository includes the project code, documented results, release materials, and manuscript files. This work is a research project and is not presented as a published paper.

Python · NLP · scikit-learn · Transformers · Evaluation & Error Analysis

GuardAI

NLP · Security

Bilingual English and Roman Urdu scam/fraud message detection using TF-IDF and Random Forest, with a Flask application and SQLite-backed history. The project focuses on SMS and messaging text.

Python · scikit-learn · TF-IDF · Random Forest · Flask · SQLite

MangoLeafScan AI

AgriTech · Deep Learning

Final-year project for mango-leaf disease classification using transfer learning with MobileNetV2. The project reports 92.1% accuracy across nine disease/health categories and uses a Flask-based application.

Python · TensorFlow/Keras · MobileNetV2 · Flask · Computer Vision

Rizwan AI Companion

Conversational AI

Conversational assistant project with a FastAPI backend, chat history, mood/emotion signals, and support planned for English, Urdu, and Roman Urdu interactions.

Python · FastAPI · NLP · REST APIs

RepSense-AI — Smart Fitness Coach

Real-Time Computer Vision

AI fitness-coaching application combining pose estimation, repetition counting, and live feedback to support exercise-form analysis.

YOLOv8 · MediaPipe · FastAPI · React · WebSockets

EducationXAI

EdTech · GenAI

AI-powered learning project using the Gemini API to support educational content discovery, learning roadmaps, and progress features.

JavaScript · Gemini API · Web Development

Custom object-detection project for identifying mobile phones in images or video frames using a fine-tuned YOLO model.

Python · Ultralytics YOLOv11 · OpenCV

Experience & Education

2026 · COMPLETED

Machine Learning Intern

FlyRank AI

Completed internship assignments and capstone work; project deliverables were accepted. Recommendation and evaluation documents were received.

2026

AI Engineering Trainee

Samsung Innovation Campus (SIC), Lahore

AI/ML learning track covering machine learning, deep learning, mathematics, and applied project work, including the GuardAI bilingual scam-detection capstone.

2022 — 2026

BS, Artificial Intelligence

The Islamia University of Bahawalpur

Graduated in Artificial Intelligence. Final-year project: MangoLeafScan AI.

Certifications & Learning

Google AI Essentials Crash Course on Python — Google Introduction to Generative AI — Google Cloud Skills Boost Google Developer Program — AI Seekho Silver Tier Kaggle Learn — Python

Only credentials and learning programs currently documented in my records are listed here. Additional certificates can be added with their verified titles and links.

Highlights

2026

AI Seekho — Silver Tier

Google Developer Program

Silver-tier participation in the AI Seekho learning program.

2026

MARS-NLP Research Release

Public GitHub repository

Released project code, experiment documentation, and manuscript materials for a multilingual scam-message classification research project. Journal publication status: not yet published.

Co-Curricular Activities

Cricket AI / Tech Workshops

Let's build something.

Open to full-time, contract, and remote AI/ML roles — Pakistan and internationally.