Muhammad Shamil Umar

Academic

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Muhammad Shamil Umar
+923095369907, shamilumar2001@gmail.com
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G10-2, Islamabad
Linkedln: http_s:l[www.linkedin.com[in[muhammad-shamill
Education
Bachelor in Data Science
M ajor:
b eep Learning, Data Analytics, Data Visualization, Datamining, Machine Learning, Generative Al
The City School Capital Campus, Islamabad
A Levels (Physics, Computer, Mathematics)
The City School Capital Campus, Islamabad
0 Levels (Physics, Chemistry, Computer Science)
Projects
inal Proiect: Context aware user storv generator
Project focuses on developing an Al-powered tool that automates the generation of user stories from user
equirements. The tool is designed to assist product managers, developers, and business analysts by translating
high-level product requirements into clear actionable user stories.
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Near Real Time Data Warehouse [Java, SQL]:
mplemented X-Hybrid Join algorithm to create prototype of near real-time data warehouse.
Product Recommendation System [Apache, Hadoop, Spark, Databricks, Flask]:
Trained Alternating Least Squares algorithm 100+ GB dataset for recommending products.
M eme Sentiment Analysis [Python, Scikit, Flask] :
Utilized and trained machine learning to classify memes as positive, negative and neutral.
Neuroscience Chatbot [Python, St reamlit, Ollama, Pinecone] :
A. RAG-based chatbot that provides accurate neuroscience answers strictly within its provided data.
PWB - Agile Project & Issue Management Tool [HTML, Node.js, SQL]:
A. flexible software for project management, issue tracking, and agile development w ith customizable workflows,
ollaboration, and reporting features.
Work Experience
lunior Software Engineer, NovaSphere Sol, Islamabad
Dec 2024- Present
Develop Al solutions and also work on full-stack development, and optimizing database
queries.
Research Assistant, Comsats University, Islamabad.
May 2023- Aug 2023
Working as a Junior Data Scientist on M achine Learning, Dat a Mining and Data
>kills & Tools
Professional Skills
Problem Solver Analvtical Thinker Communication Collaborator Teamworker
Technical Skills
Python, Tensor Flow, No SQL, Sci-kit Learn, SQL, Java including JDBC, ETL, HTML, CSS, React,
avascript, Flask, FastApi, Apache Spark, Hadoop, Tableau,
Achievements
A.warded with Gold Medal in 4th Semester
Published research paper at 17th International Conference on Open Source Systems and Technologies (ICOSST)
Trainings/ Certification
Worked as Lab Demonstrator for Programming Fundamentals
Worked as Lab Demonstrator for Big Data Analytics
:>uccessfullv completed internship at Artificial Intelligence and Machine Learning Lab
Activities
Head of Projects for Fast Data Science Society
'nterests
Problem-Solving & Competitive Programming, Automation & Scripting, Generative Al
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