Open to opportunities

Hi, I'm Muneeb Ur Rehman

AI & Machine Learning Engineer

BSAI undergraduate at FAST NUCES specializing in Machine Learning, NLP, and Agentic AI. Building intelligent systems that solve real-world problems with cutting-edge AI technologies.

Muneeb Ur Rehman
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About Me

Crafting Intelligence, One Model at a Time

I'm a passionate Artificial Intelligence student at FAST NUCES, Karachi. My journey in tech revolves around building intelligent systems that bridge the gap between theoretical AI and real-world applications.

From developing hybrid resume-job matching systems using LLMs to creating agentic AI workflows with LangGraph, I thrive on pushing the boundaries of what's possible with machine learning and natural language processing.

As a Teaching Assistant, I've had the privilege of mentoring students across courses ranging from Programming Fundamentals to Artificial Intelligence, deepening my own understanding while helping others grow.

πŸŽ“
3.26/4.0
GPA
πŸ€–
AI & ML
Focus
πŸ“…
Senior
Year
πŸ“
Karachi
Location
Skills

Technologies I Work With

Languages

PythonC++SQLBashJavaHTML/CSS

Frameworks

Scikit-LearnNLTKSpaCyTensorFlowKerasDjangoLangChainStreamlit

Tools

GitMySQLSQLiteOracleMongoDBFAISSPrometheusGrafana

Platforms

LinuxWebWindowsDockerGitHub Actions

Soft Skills

LeadershipEvent ManagementTechnical WritingTime Management
Education

Academic Background

πŸŽ“

FAST National University (NUCES)

Bachelor of Science β€” Artificial Intelligence

πŸ“ Karachi, Pakistan

GPA: 3.26/4.0Aug 2022 β€” Aug 2026
πŸ†Dean's List β€” 3.51 SGPA (2nd Semester)

Relevant Coursework

Operating SystemsData StructuresAnalysis of AlgorithmsArtificial IntelligenceMachine LearningDeep LearningRecommendation SystemsNetworkingDatabasesNatural Language ProcessingComputer Vision

Certifications

☁️

Cloud Computing Fundamentals

IBM

πŸ“Š

Master in Data Science, Data Analytics & Data Analysis

Udemy

🌐

Microsoft Learn Student Ambassadors (MLSA)

FAST Karachi Chapter β€” Event management and community involvement

Experience

Professional Journey

πŸ€–

Agentic AI Intern

Wellness Innovations β€’ Remote

May 2025 β€” June 2025
Automated Database Agent: Developed a fully automated database agent powered by large language models (LLMs) for seamless data interaction.
Reflection Agent with LangGraph: Implemented a reflection agent using LangGraph's agentic workflow to enhance adaptability and self-improvement in AI systems.
πŸ“š

Teaching Assistant

FAST NUCES β€’ Karachi, Pakistan

Jan 2025 β€” Dec 2025
Courses: Programming Fundamentals, Computer Organization and Assembly Language, Artificial Intelligence.
Student Assessments: Reviewed and graded student assessments, ensuring fairness and academic standards across courses.
Project Evaluations: Evaluated programming, systems-level, and AI projects, providing constructive feedback to strengthen problem-solving and technical understanding.
Projects

Featured Projects

Resume–Job Matching AI

Full-stack Flask app that uses LLMs to semantically match resumes to job descriptions. Produces a detailed compatibility report with skill gap analysis, match score, and structured JSON output. Deployed on Vercel.

LLMFlaskNLP
Python

Chat with Your Document

Fully local RAG chatbot powered by LLaMA 2 + LangChain. Upload any PDF and have a natural language conversation with it β€” no API keys, no cloud. Uses FAISS vector store and HuggingFace embeddings for semantic retrieval.

RAGLLaMA 2LangChain
Python

DevOps Monitoring Dashboard

Production-grade observability stack with Flask, Prometheus, Grafana, and Pushgateway. Collects 30+ real-time metrics every 5 seconds across 4 professional dashboards covering CI/CD, app health, and system performance.

DevOpsPrometheusGrafana
Python

APR Dataset Builder

Automated pipeline that mines GitHub repositories to build structured datasets of buggy/fixed Python code pairs for training Automated Program Repair models. Resumable, incremental, and RepairLLaMA-compatible.

GitHub APIData PipelineAPR
Python

Hybrid Movie Recommender

Streamlit app combining user-based collaborative filtering (Pearson correlation) and content-based filtering (genre cosine similarity). Fetches live movie posters via OMDB API. Deployed on Streamlit Community Cloud.

Recommender SystemStreamlitML
Python

Django E-commerce Platform

Full-stack laptop marketplace built with Django featuring AI-powered product recommendations, smart search, cart management, order tracking, and a complete admin panel for inventory control.

DjangoE-commerceAI
Python

HEC Transcript Generator

Streamlit app that validates student transcripts against HEC Pakistan CS degree requirements. Auto-categorizes courses, calculates CGPA, checks 7 credit categories, and generates a downloadable PDF transcript.

StreamlitPDFEducation
Python

IR Boolean Search Engine

Streamlit IR system implementing Boolean Retrieval and Proximity Search from scratch over a research abstract corpus. Supports AND/OR/NOT operators, Porter stemming, and pre-built inverted + positional indexes.

IRBoolean ModelNLP
Python

VSM Search Engine

Vector Space Model IR system with TF-IDF weighting and cosine similarity for ranked document retrieval. Built from scratch over research abstracts with a pre-built NumPy matrix index and Streamlit UI.

TF-IDFCosine SimilarityIR
Python

Video Game Recommender

Content-based filtering system for video games using genre overlap, developer matching, and TF-IDF text similarity on game summaries. Features tiered scoring, fuzzy title search, and Precision@K evaluation.

Content-BasedTF-IDFRecommender
Python
Contact

Let's Connect

I'm always open to discussing new opportunities, collaborations, or just having a chat about AI and technology.

Interested in working together?

Whether it's a research collaboration, project idea, or job opportunity I'd love to hear from you.

Send me an Email