Muhammad Umar lhsan

Academic

Verbatim text

Muhammad Umar lhsan
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+923137891979, umarmuhammad8370@gmail.com
Jhangi Syedan, Islamabad •
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Linkedln: http_s:[Lwww.linkedin.com[inLumar-ihsan-51216521aL
GitHub: https://github.com/umar-ihsan
Education
Bachelor of Science {Software Engineering)
Major:
Requirements Engineering, Software Architecture & Design, Web Development, Project
Management, Artificial Intelligence, DevOps & MLOps, Natural Language Processing.
Military College Jhelum, Sarai Alamgir
F.Sc. {Physics, Chemistry, Mathematics)
Military College Jhelum, Sarai Alamgir
Matriculation {Physics, Chemistry, Computer Science)
Projects
Final Proiect: News Application using Retrieval Augmented Generation and Natural Language Processing [MERN
Stack, Langchain, Spacy, LangGraph)
The system offers a structured analysis of news events, containing historical context in the form of chronological
imelines, current biases about a story across the media landscape, and outcome assessments based on source
credibility and frequency.
Semester Projects:
Rubik's Cube Simulator [C++):
A 2d simulation of the 3d Rubik's cube on the console, used all the concepts of programming fundamentals.
Jungle Rush Game [C++):
A path finding retro-style game, built using data structures like AVL Trees, Linked Lists, Graphs, Adjacency Matrices
and path finding Algorithms like Prim's, Floyd's and Dijkst ra's.
Social Media App [MERN):
Built a platform where users can create accounts, post images and text, interacts with the posts of others and send
messages to each other.
Sky-Sense Weather Dashboard [HTML, CSS and JavaScript):
Designed an interactive weather dashboard that fetches and displays real-time weather data.
NarrativelD [Python, Spacy, PyTorch, Streamlit]:
Fine-tuned transformer model for entity role extraction in news, classifying entities into three main categories and
twenty-one further granular sub-classifications, the backend running in google colab was connected to streamlit
'rontend running locally using ngrok tunnel.
Agrilink [MERN):
Contributed to an agriculture and livestock system for farmers, consisting of 14 to 15 microservices
Work Experience
Freelancer
I
July 2023 - Present
Working as a self-employed freelancer
Skills & Tools
Professional Skills
Leadership, Interpersonal Skills, Problem-Solving, Communication.
Technical Skills
Python, C++, SQL, HTML, CSS, JavaScript, MERN (MongoDB, Express.js, React.js, Node.js) Stack,
Docker, Kubernetes, GitHub Actions, MLOps, DevOps, GitHub, Scrapy, Spacy, Natural Language
Processing, Langchain
Achievements
Participated in SamEval-2025 and solved Task-10 (Multilingual Characterization and Extraction of Narratives from
Online News) Subtask-1
Trainings I Certification
Earned Full Stack Open completion certificate from University of Helsinki.
Attended a seminar on 'Al in Film Making' by founder of Lowerated, Muhammad Wisal.
'nterests
Playing Video Games, Reading Books, Calisthenics, Watching Movies and Documentaries
FAST NUCES ISLAMABAD CAMPUS

AI enrichment