cv

This page contains my Curriculum vitae. Click on the pdf icon for a more descriptive version.

Basics

Name Aziz Shameem
Label Data Science/Machine Learning Enthusiast
Email azizshameem.2002@gmail.com
Summary Fifth Year Undergraduate at IIT Bombay with a keen interest in all things ML

Work

  • 2024.05 - 2024.07

    Lausanne, Switzerland

    Student Research Intern
    École Polytechnique Fédérale de Lausanne (EPFL)
    Worked on fundamental analysis of Variational Autoencoders (VAEs) and Diffusion Models (DDPMs)
    • Performed extensive analysis of the latent space of VAEs and DDPMs
    • Developed methods to improve generations by VAEs
  • 2023.05 - 2023.07

    Bengaluru, India

    Modem Systems Engineering Intern
    Qualcomm Technologies Inc.
    Worked on Information-Deficit Channel Estimation for 5G transmission
    • Cross Slot Channel Estimation
    • Channel Modelling

Volunteer

  • 2022.06 - 2023.04

    IITB, Mumbai, India

    Machine Learning Engineer
    Worked on various data analysis projects for the community. Also took part in study projects and kaggle competitions as part of the team.
    • YOLO from scratch
    • Grading Statistics
    • Semester Exchange Statistics
    • Loss Functions for Image Restoration
  • 2022.04 - 2022.07

    IITB, Mumbai, India

    Mentor : Introduction to Machine Intelligence
    Seasons of Code
    Prepared and distributed comprehensive resources to help beginners understand and appreciate convepts in ML and RL
    • Led a cohort of 10 students to successful completion of 2-month course, culminating in a capstone project
    • Built a crash course that included basics of Python, Jupyter, Git, Tensorflow/Torch, Neural Nets and RL
  • 2021.10 - 2022.02

    IITB, Mumbai, India

    Web Coordinator
    Techfest, IITB
    Contributed to the creation of the official website for Techfest, IITB's largest technical fest
    • Hover animations, Bootstrap cards and Carousels for various pages
    • Fixes and restructuring in existing codebase
  • 2021.10 - 2022.04

    IITB, Mumbai, India

    Junior Control Systems Engineer
    Implementation of sensor data collection algorithms in MATLAB, based on Kalman Filters and Sensor Fusion. Also contributed in PCB design and Device Interfacing
    • Control Systems
    • Kalman Filtering from scratch, new advancements therein
    • PCB Design

Education

  • 2020.11 - 2025.06

    Mumbai, India

    Dual Degree - BTech + MTech
    Indian Institute of Technology, Bombay
    Electrical Engineering and Data Science

Awards

  • 2022, 2023
    Insitute Academic Prize
    Indian Institute of Technology, Bombay
    Awarded to the Department Wise Top Academic Performer in a current academic year
  • 2024
    Department Rank 1
    Data Science Dept., IITB
    Awarded to the highest CPI holder in the department
  • 2022, 2023
    Department Rank 1
    Electrical Engineering Dept., IITB
    Awarded to the highest CPI holder in the department
  • 2023.04
    Best Project Award
    Electrical Engineering Dept., IITB
    Awarded for building a mobile robot for Hazardous Gas Detection and VSLAM as a part of Electronic Design Lab (EDL)

Certificates

Publications

Interests

Machine Learning
Deep Learning
Computer Vision
Generative AI
Graph ML
Image Processing
Math and Optimization
Calculus
Linear Algebra
Probability and Random Processes
Estimation and Identification