Muhammad Umer Ishtiaq

Academic

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Muhammad Umer Ishtiaq
+923335543521, umerishtiaq4@gmail.com
Sector I-10/1, Islamabad.
LinkedIn: hsttps://www.linkedin.com/in/umer-ishtia
Education
Bachelor of Science (Artificial Intelligence) 2023
Major: Data Science, Deep Learning, Data Analytics, Data Visualization, Machine Learning, Natural
Language Processing (NLP), Computer Vision, and MLOPs.
Government College I-10, Islamabad 2019
FSc (Physics, Chemistry, Mathematics)
Government College 1-10, Islamabad 2017
Matric (Physics, Chemistry, Biology)
Projects
final Project: Automatic House Layouts from Linguistic Description: [Deep Learning & Generative Adversarial
eural Networks]
‘A dashboard to input of the description of layout and it generates layouts based on the input.
pemester Projects:
oice Sentiment Analysis [Python (SVM)]:
Given voice input to model, it predicts the emotion of the voice (Angry, Happy, Sad, and Neutral).
Web Scrapper [Python (Selenium, Beautiful Soup)]:
Scrapped basic data including name, price, reviews etc., from the e-commerce website Daraz.pk.
Image Classifier [Python (SVM, RF, DT)]:
Image classifier to detect shirts either Half or Full tee shirts using multiple models to see which one outperforms.
Airline Reservation System [Flask, SQLite, HTML, CSS, JS]:
An airline reservation system to book the flights of users. communicates with local database to register user & flights.
Knowledge Graph Querying System [Python, Graph DB, openlink virtuoso, protégé]:
‘A knowledge graph on Movies of multiple genres & visualize result as Query table.
Tic-Tac-Toe Game: [Python]:
An Ai agent that selects moves in tic-tac-toe using min-max Algorithm.
LUDO Game with simple Interface [C++]
LUDO game with basic functionalities, created using core concepts of OOP and concepts of OS.
Work Experience
Freelance: Oct 2021 - Present
orked as a web developer on multiple freelance websites. Major learnings were how the
web works as a whole and on multiple devices, negotiating and communication skills.
Skills & Tools
Professional Skills Problem-solving, Interpersonal Skills, Anger Management, Communication.
Technical Skills (C++, Python (Flask, Django, TensorFlow, Pytorch, Sci-kit Learn), Frontend (HTML, CSS, JS,
jQuery), DB (SQLite, MongoDB, MySQL), Development Automation (GitHub Actions, Jenkins),
ocket Programming, Docker.
Achievements
Some of my medium Blogs are officially live on official Cloud Native Islamabad Hashnode.
Trainings / Certification
AWS Certified Cloud Practitioner (7/15/22 — 7/15/25).
AWS Academy Graduate
AlgoExpert ‘Frontend Expert’ & ‘ML Expert’
Activities
Organized seminar on ‘Social Networking Importance’ by Industry professional.
Interests
Playing story & Outdoor games, listening podcast.

AI enrichment