Muhammad Omer Nasir

Academic

Verbatim text

Muhammad Omer Nasir
+923158960100, i212476@nu.edu.pk
' '
PWD Housing Society, Islamabad
I
Linkedln: htt~s:LLwww.linkedin.com[in[omer-nasir-derex-cmdL
'Education
Bachelor of Science (Computer Science)
Major:
Data Science, Deep Learning, Data Analytics, Data Visualization, Machine Learning and Software
Engineering
Beaconhouse College Program, Potohar Campus, Islamabad
~levels (Maths, Physics, Computer Science)
Beaconhouse School System, Potohar Campus, Islamabad
0 levels (Maths, Physics, Computer Science)
!projects
l=inal Proiect: DriftGuard: Concept Drift detection in supply chain & e-commerce data streams using Machine
Learning
DriftGuard is a real-time system for detecting and managing concept drifts in streaming data, helping models adapt to
evolving patterns with minimal performance loss ..
Personal Proiects:
~utonomous Al agent for Workflow Automation [GPT-4, Semantic Kernal, APls, Databases] [2025) :
Built a multi-agent system for workflow automation, reducing manual tasks by 50% through context-aware decision-
[making and real time data access.
NLP-Powered Enterprise Search Engine [BERT, Llama, FastAPI, AWS] (2022-2024):
Developed a KMS for UK Railways with 90% semantic search accuracy, enhancing document retrieval and ensuring high
availability via AWS deployment.
~ ntelligent Task Planner Using LLMs [LangChain, OpenAI APls] (2025):
Created a task-planning assistant for autonomous task execution and delegation, boosting scheduling efficiency by 30%.
Work Experience
Jun 2024 - Aug 2024
Built an LLM-powered legal chatbot with FastAPI and Pinecone, enhancing response
accuracy by 40%. Deployed APls and implemented RAG for context-aware responses.
Software Engineering Intern, LearnOBots, NSTP.
Jun 2024 - Sep 2024
Developed RESTful APls with FastAPI, deployed on AWS EC2, and integrated MongoDB,
improving backend efficiency by 25%.
NLP Intern, AIM Lab, Islamabad.
Jun 2023 - Aug 2023
Created an NLP-based proverb translation model with MarianMT and Transformers,
Boosting translation accuracy.
'Skills & Tools
Professional Skills
Problem-Solving & Critical Thinking, Project Management, Collaboration & Teamwork,
Communication & Presentation, Adaptability & Continuous Learning, Time Management &
~
Organization, Leadership & Mentorship
-
iTechnical Skills
Python, JavaScript, MongoDB, Express.js, React.js, Node.js, FastAPI, RESTful APls, TensorFlow,
PyTorch, Scikit-learn, Transformers, MySQL, AWS EC2, Docker, Git, LangChain, Flask.
'Achievements
Published a research paper on NLP-based Knowledge Management Systems (under review).
Trainings I Certification
Deep Learning Specialization -
Coursera (Andrew Ng)
Natural Language Processing Specialization -
Coursera
'Activities
Head of graphics team in GDSC'22.
~nterests
Cars, Sneakers, Food
FAST NUCES ISLAMABAD CAMPUS

AI enrichment