AI Engineer | MLOps Enthusiast

Muhammad Ali
Qadri

Building intelligent systems that transform data into production-ready AI solutions

BS Computer & Information Sciences @ PIEAS. Passionate about end-to-end AI systems, multimodal models, MLOps, and data-driven applications that solve real-world problems.

View Projects Let's talk

Location Islamabad, Pakistan

Focus AI · MLOps · Analytics

Status Open to opportunities

Muhammad Ali Qadri

AI Engineer & Builder

FastAPI PyTorch Power BI

50+ Production Projects

Real-world systems in production

15+ Technologies

Across AI, data, and backend

2 Internships

Industry experience & fellowship

Expert Builder

End-to-end AI systems

ABOUT

I enjoy designing AI systems that are not only accurate in notebooks but reliable, observable, and ready for real users.

Background

I am a BS Computer & Information Sciences student at the Pakistan Institute of Engineering and Applied Sciences (PIEAS) with a strong interest in artificial intelligence, MLOps, and applied software engineering. My work spans virtual assistants for healthcare, intelligent weather systems, and business‑focused analytics dashboards.

I like working end‑to‑end: understanding the problem, preparing data, building models, and turning them into usable tools with APIs and clean user interfaces.

What I'm looking for

I'm looking for opportunities where I can contribute to AI‑powered products, data platforms, or analytics tooling while learning from experienced engineers and researchers.

AI / ML engineering internships or fellowships
MLOps & backend roles with a focus on FastAPI, SQL, and Docker
Data analytics / BI roles using SQL Server and Power BI

TECHNICAL SKILLS

Tools and technologies I use to build intelligent systems.

AI & Machine Learning

PyTorch ●●●●● Transformers ●●●●○ Time-Series ●●●●○ XGBoost ●●●●○ Computer Vision ●●●○○ Rec. Systems ●●●●○

Backend & MLOps

FastAPI ●●●●● PostgreSQL ●●●●● SQL Server ●●●●● Docker ●●●●○ Redis ●●●●○ JWT Auth ●●●●○

Frontend & Analytics

React ●●●●○ TypeScript ●●●●○ Tailwind CSS ●●●●○ Power BI ●●●●● SSIS ●●●●○ Streamlit ●●●●○

EXPERIENCE

Hands-on work with real datasets, real users, and real deadlines.

Business Data Analyst Intern Brickclay · Pakistan (On-Site) Jul 2025 – Aug 2025

Built an end‑to‑end analytics solution for a rental dataset using Microsoft SSIS, SQL Server, and Power BI, translating raw data into decision‑ready business intelligence.

Designed fact and dimension tables for efficient querying and reporting.
Developed ETL pipelines in SSIS to load and transform production‑scale data.
Created interactive dashboards revealing pricing trends, host performance, reviews, and availability.
Learned to balance accuracy, scalability, and delivery speed under strict deadlines.

Stack: SQL Server, SSIS, Power BI, Advanced SQL

Machine Learning / Deep Learning Fellow Islamabad, Pakistan Jun 2024 – Sep 2024

Completed an intensive fellowship focused on solving practical problems with machine learning and time‑series forecasting.

Implemented a flight delay prediction system using Logistic Regression and Decision Trees.
Built a sales forecasting and recommendation pipeline with XGBoost and Collaborative Filtering.
Developed a smart weather forecasting system using ARIMA and time‑series models.
Gained confidence turning messy data into structured features and deployable models.

Stack: Python, PyTorch, scikit‑learn, XGBoost, Time‑series ML

FEATURED PROJECTS

Real-world work that showcases AI, systems thinking, and user-focused design.

AI / Healthcare

Virtual Assistant for Medicine

Multimodal AI healthcare consultant

A robust healthcare assistant that processes multimodal medical data, engages in interactive dialogues, and produces clinically relevant outputs. Leverages MedGemma 27B, MedSigLIP, and BioMedLM for specialized medical AI.

Multimodal medical data processing
Iterative information validation
Production-grade healthcare AI

View on GitHub Sep 2025 – Present

Data Analytics

Rental Data Analysis

End-to-end analytics with Power BI

Complete analytics solution for an Airbnb rental dataset. Built ETL pipelines using SSIS, designed dimensional data models, and created interactive Power BI dashboards revealing pricing trends, host performance, and geographic insights.

SQL Server dimensional modeling
SSIS ETL pipeline development
Interactive BI dashboards

View on GitHub Jul 2025 – Jul 2025

Time-Series ML

Smart Weather System

Interactive forecasting dashboard

Intelligent weather forecasting platform built with Streamlit. Combines real-time data with ARIMA-based time-series models to provide accurate predictions and intuitive visualizations for end-users.

ARIMA time-series models
Real-time data integration
User-friendly Streamlit UI

View on GitHub Oct 2025 – Dec 2025

Full-Stack

Hospital Management System

Role-based healthcare application

Comprehensive hospital management web app in ASP.NET (VB.NET) with SQL Server backend. Focused on Doctor Dashboard module for real-time access to schedules, patient info, and clinical workflows.

Role-based access control
Real-time patient dashboards
ASP.NET Web Forms backend

View on GitHub Feb 2025 – May 2025

Computer Vision

Pose-Detection

Real-time pose estimation with custom overlays

Real-time pose detection system using PoseNet model from ml5.js and webcam feed. Dynamically positions custom images (glasses, cigar, character face) on specific body landmarks like nose and eyes, with skeleton visualization for body pose tracking.

Real-time webcam pose tracking
PoseNet integration from ml5.js
Dynamic image overlay positioning
Skeleton visualization

View on GitHub Sep 2025 – Oct 2025

Algorithms

Snakes and Ladders

Graph algorithms & pathfinding

Command-line game implementation in C++ using graph theory and adjacency lists. Features BFS algorithm to compute shortest paths, demonstrating practical algorithmic problem-solving.

Graph representation & traversal
BFS pathfinding algorithm
Game mechanics in C++

View on GitHub Oct 2023 – Jan 2024

LEADERSHIP & COMMUNITY

Game Development Bootcamp & Game Jam · PIEAS

Organizing Team · 2024

Organized and coordinated a university-wide Game Development Bootcamp and Game Jam, bringing together students passionate about game development and interactive systems.

Coordinated speakers and mentors.
Guided teams to build playable prototypes.
Managed logistics and technical sessions.
Enhanced leadership and collaboration skills.

Focus: Event Management, Team Leadership, Game Development

TECH STACK COMBINATIONS

How I combine technologies to build complete systems.

AI & Machine Learning Stack

PyTorch + Transformers + FastAPI + Docker

Build and deploy production-ready AI models with scalable APIs

Data Analytics Stack

SQL Server + SSIS + Power BI + Python

End-to-end analytics pipelines with interactive dashboards

Backend & APIs Stack

FastAPI + PostgreSQL + Redis + Docker

Robust, scalable REST APIs with caching and containerization

Full-Stack Development Stack

React + TypeScript + FastAPI + PostgreSQL

Complete web applications from frontend to database

GET IN TOUCH

I'd love to connect! Whether it's about AI projects, collaboration, or opportunities to grow together—feel free to reach out.

Email

aliansarimuhammadamjad@gmail.com

GitHub

@maliqadri05