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@SeedInov @Hoopoes

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umar-anzar/README.md

Welcome To My Github Profile

Muhammad Umar Anzar

Machine Learning Engineer | Data Scientist | Software Developer | Bachelor in Computer Science

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About me

As a recent graduate with a solid foundation in logic building and programming languages, I bring expertise in data science projects, front-end, and back-end development. Known for my collaborative approach, effective communication, and strong work ethic, I am motivated to contribute meaningfully in the tech industry.

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Experience

Machine Learning Engineer, SeedInov

October 2023 – Present (Part-time & Remote)

  • Researching and implementing machine learning and AI solutions to improve the company's products and services.
  • Leading ongoing projects:
    • Multiple Medical Chatbot Specialist (Ongoing)
      • Utilizing OpenAI's GPT-3.5 fine-tuning API & Lang Chain.
      • Implementing the RAG (Retrieval-Augmented Generation) system with scraped data from medical resources.
    • Computer Vision for detecting scope open kill time in Call of Duty (Ongoing).
      • Applying traditional computer vision techniques for detecting kill cam sections & measuring time from scope open to kill occurrence.

Data Science Trainer, Applied DataLab

August 2023 – December 2023 (Freelance & On-site)

  • Providing programming assistance to the class and facilitating the preparation of assignments.

Data Science Intern, the Sparks Foundation

April 2023 – May 2023

  • Created ML models to analyze provided datasets, forecast hidden data, and evaluate model precision.
  • Performed exploratory data analysis (EDA) procedures to learn new facts about the datasets.

March 2022 – April 2022

  • Researched state-of-the-art algorithms for insider threat detection and gained exposure to various machine learning techniques such as recommendation systems and BERT.
  • My brief internship experience sparked my interest in the field of machine learning and provided valuable learning opportunities

Skill Highlights

Skills
Machine Learning --------------- ------------ ------------
Numpy SnapMl Matplotlib
Scikit-learn Pandas Seaborn
Scipy OpenCV OpenAI
Web Development --------------- ------------ ------------
JavaScript NodeJs Html
ThreeJs ExpressJs Css
Database --------------- ------------ ------------
MongoDb PostgreSQL SQL Server

Projects

🏆 Datacamp 2023 Competition Winner Notebook

1st Position Winners of the DataCamp "Create the Perfect Party Playlist" Competition 2023 (Umar & Faizan).

Final Year Project: Haazir - On-Demand Service Providing App

A service-providing mobile app basically takes the idea of ride-hailing services like Careem and Uber and transforms it into a service-providing system so that people can hire these services from the comfort of their homes instead of searching various places to find these workers.

Computer Vision and Object Detection API

A PYQT-based GUI hand gesture recognition application that interprets human hand gestures to form. Although I did not have the opportunity to work on it professionally, I gained experience in using computer vision and object detection APIs.

3D Procedural City Generation of Karachi using THREE.js

Procedural City Generation in THREE.js: Random Buildings, Custom Camera, Quaid-e-Azam and Rickshaw Models, and Three Perspectives.

Finite State Machines Turn Based Game (Finite Ball)

A two-player 2D soccer game (Pygame) similar to air hockey, with transition-based movement and actual In-elastic collision physics.

Mio Programming Language - Front-End-Compiler-Project

MIO programming language features a front-end compiler that performs lexical, syntactic, and semantic analysis.

Certifications

  • IBM (Coursera)
    • Machine Learning with Python
    • Python for Data Science
  • DataCamp
    • Introduction to Statistics
  • University of Michigan (Coursera)
    • HTML | CSS | JS | Responsive Design

Competitions

  • DataCamp – Spotify Competition

    • Achieved 1st position
  • Kaggle Challenge – Titanic: ML

    • Achieved 78.7% accuracy
  • Procom’23 – Data Scientist

    • Achieved second-best accuracy and Third position overall.

Contact Info

How To Reach Me

Pinned Loading

  1. Hoopoes/FastStart Hoopoes/FastStart Public

    A modular and flexible starter kit for FastAPI projects, featuring branches with various extensions.

    10

  2. datacamp-spotify-competition datacamp-spotify-competition Public

    1st Position Winners of the DataCamp "Create the Perfect Party Playlist" Competition 2023 (Umar & Faizan)

    Jupyter Notebook 2

  3. finite-ball-the-game finite-ball-the-game Public

    A basic two-player 2D soccer game created in Python with the Pygame framework.

    Python 2 1

  4. ubitJavaProject ubitJavaProject Public

    Haazir is an OOP base project which is implemented for providing ease of hiring daily life services such as plumbers, electricians, etc.

    Java 1

  5. karachi-city-computer-graphics karachi-city-computer-graphics Public

    To save my assignments

    JavaScript 1

  6. Front-End-Compiler-Project Front-End-Compiler-Project Public

    Project of Compiler Construction

    Java 2