Faculty Profile

Saddam Umer

AI Researcher & ML Engineer

AI/ML Engineer focused on Generative AI, LLMs, and deep learning, with peer-reviewed research contributions in neural networks and forecasting. Computer Science Teacher empowering the next generation.

Saddam Umer

Technical Expertise

Machine Learning & AI

PyTorch TensorFlow Scikit-learn LangChain OpenAI API LLMs RAG Neural Networks

Data Science & Modeling

Time Series Forecasting NLP Computer Vision Ensemble Methods Model Evaluation

Explainability & Analysis

Explainable AI (XAI) Feature Attribution Model Interpretation

Web & ML Deployment

Django RESTful APIs HTML/CSS AJAX MySQL PostgreSQL

Programming

Python R JavaScript SQL PHP LaTeX

Tools & Platforms

Git Docker Jupyter Linux Kaggle AWS (Fundamentals) Google Cloud

Professional Journey

Experience

July 2023 - Present

Computer Science Teacher

Expert IT and Multimedia Institute • Karachi, Pakistan
  • Lead tech curriculum for intermediate Computer Science courses, teaching 50+ students annually.
  • Conduct monthly sessions on conceptual AI/ML topics and guided students through small-scale demos.
Nov 2022 - Feb 2023

Website & IT Manager

Capital Car Rental Pvt Ltd • Karachi, Pakistan
  • Managed IT infrastructure across multiple stations, resolving 95% of technical issues within SLA.
  • Reduced system downtime by 30%.
Sept 2022 - Nov 2022

Web Application Developer

ProEdge Soft • Karachi, Pakistan
  • Led team delivering 5+ client projects using Laravel/CodeIgniter.
  • Improved application performance by 40% through optimized architecture.

Education

BS Artificial Intelligence

Sept 2022 - June 2026
Sindh Madressatul Islam University, Karachi

Diploma in Computer Science

June 2018 - Jan 2021
Aptech Pakistan, SBTE Karachi

Certifications

Machine Learning Specialization

DeepLearning.AI & Stanford

Google Advanced Data Analytics

Google

Associate Data Scientist

DataCamp

Research & Publications

Multiple peer-reviewed publications on advanced ML architectures, Explainable AI (XAI), and predictive environmental models.