+92 336 2253299
AI Systems & Software Developer

Transforming Ideas Into Intelligent Systems That Drive Results

Computer Science student at KSBL Karachi specializing in Multi-Agent AI, RAG pipelines, workflow automation, and scalable cloud database systems.

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Muhammad Ahmed Khan Cutout
8+ Projects Built
11+ Certifications
5 Specialist AI Agents
100% Execution Focus
Building Intelligent Systems
About Me

Driven by innovation & execution

Muhammad Ahmed Khan Profile

Muhammad Ahmed Khan

CS Student (2024–2028) | AI & Software Developer

I'm a Computer Science student at Karachi School of Business and Leadership (KSBL) with hands-on experience in software development, database management, workflow automation, and AI systems engineering. Proficient in Java, Python, and SQL with practical exposure to OOP, DSA, multi-agent frameworks (CrewAI), RAG architectures, and cloud databases (Azure SQL).

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B.Sc Computer Science

Karachi School of Business & Leadership (KSBL) · Expected 2028

Core Principles

Multi-Agent AI
RAG Pipelines
Automation
Clean Code

Core Technologies

PythonJavaSQLCrewAI LangChainChromaDBn8nAzure SQL JavaFXPandasMatplotlibGit
Quick Connect
Services & Expertise

What I build & design

Agentic AI & Multi-Agent Systems

Building specialized autonomous agents with CrewAI and LangChain for domain-specific automation, parallel execution, and task routing.

RAG & Vector Retrieval Systems

Implementing vector search pipelines with ChromaDB, document chunking, and embedding models for sub-second regulatory lookups and document QA.

Workflow Automation (n8n)

Designing multi-step ETL pipelines, scraping loops, parallel branch merging, and automated data processing saving hours of manual labor.

Java & Systems Engineering

Developing object-oriented software applications with JavaFX/Swing UI, full polymorphism/inheritance, persistent storage, and DSA visualization tools.

Cloud Databases & Azure SQL

Designing normalized 3NF relational databases, ERDs, CRUD procedures, triggers, and migrating legacy file-based data to Microsoft Azure SQL Server.

Data Engineering & Python Analysis

Conducting Exploratory Data Analysis (EDA), automated multi-year Excel processing, and custom scripts using Pandas and Matplotlib.

Featured Work

Projects I've built

National AI Hackathon Fasal AI MRL SPS DocGen Urdu Risk
Multi-Agent AICrewAIRAG

FasalAI — Agri-Export Compliance

Multi-agent AI compliance system built for Pakistan's National AI Hackathon (Atomcamp). Features 5 specialist agents (MRL, SPS, Risk, DocGen, Urdu) querying ChromaDB vector stores and live EU/USDA APIs for 50+ export markets.

5 AgentsCrewAI Specialist Architecture
< 2sRAG Retrieval Speed
CrewAILangChainChromaDBPythonREST APIsUrdu NLP
PROJECT 02

Marketing Multi-Agent System

Built a multi-agent marketing system with three specialist agents (Brand, Content, Paid Ads) running in parallel branches off a shared campaign brief. Used Merge nodes to synchronize agent outputs into a consolidated executive summary.

n8nAI AgentsParallel Merge
PROJECT 03

Conversion Rate Optimizer

Developed a conversion rate optimization workflow that scrapes a landing page, runs a 3-agent chain (idea generation, parameter setting, and judging) to produce and score improvement ideas, with an automated feedback loop retry system.

n8nAgent ChainsWeb Scraping
PROJECT 04

Lead Generation Pipeline

Created a lead generation workflow integrating Apify API to scrape Google Maps business listings, then looped through business websites in parallel data streams to extract contact emails with automatic deduplication.

n8nApify APIETL
PROJECT 05

Excel Data Automation

Automated n8n workflow to filter supplier-specific data from multi-year Excel files (.xls, .xlsx), reducing manual processing time by 3–4 hours per run by consolidating repetitive tasks into a single automated pipeline.

n8nExcel ETLData Processing
PROJECT 06

College Admission System

Role-based college admission system using Java OOP and Swing/JavaFX UI. Implemented modules for university applications, scholarship management, and entry test processing with full inheritance & persistent file handling.

JavaJavaFXSwingOOP
PROJECT 07

Sorting & Memory Simulator

JavaFX GUI visually animating Bubble, Selection, Insertion, and Merge Sort. Features memory allocation simulator demonstrating Best Fit, First Fit, and Worst Fit strategies with live fragmentation display.

JavaFXDSAAlgorithms
PROJECT 08

Cinema Management System

Migrated file-based cinema management system to Azure SQL. Designed full ERD normalized to 3NF for Movies, Shows, Seats, and Bookings, implementing stored procedures, triggers, and SSMS interface.

Azure SQLSSMS3NFDatabase
Project Showcase

See it in action

Kinetic — Full-Stack Gym Ecosystem & Pulse AI Demo

A comprehensive walkthrough of Kinetic — an enterprise-grade fitness management ecosystem uniting executive administrative operations with an empowering AI-driven mobile member experience.

Executive Admin Center
  • Live BI Dashboard: Real-time KPIs for active members, trainers, revenue, and class occupancy.
  • Payment Approvals: Verification queue for bank transfers, receipts, and instant activation.
  • Facility & Assets: Equipment maintenance registry, machinery logs, and zone tracking.
Member Mobile App (PWA)
  • Standalone PWA: Native app experience on iOS and Android with zero browser chrome.
  • Digital Gate Pass: Instant turnstile check-in and automated attendance tracking.
  • Class Booking & BMI: One-tap reservations, weight logs, and trend analytics.
PULSE AI Assistant
  • Google Gemini Engine: Context-aware coaching analyzing member BMI, goals, and history.
  • Custom Workouts: Generates structured Push/Pull/Legs and injury recovery protocols.
  • Nutrition Targets: Dynamic calorie and protein calculations tailored to user progress.
FastAPI (Python) React + Vite Google Gemini AI SQLAlchemy PWA Service Worker
View on GitHub
Tech Stack

Tools & technologies I master

Programming Languages

JavaPythonSQL

Frameworks & Libraries

CrewAILangChainChromaDBJavaFXSwingPandasMatplotlib

Databases & Cloud

Microsoft Azure SQLSQL Server (SSMS)Relational Databases (3NF)File Storage

Workflow Automation & Tools

n8n WorkflowsMicrosoft ExcelGitGitHubApify API

AI Tools & Platforms

Claude (Anthropic)Gemini (Google)ChatGPT (OpenAI)AntigravityGitHub Copilot

Computer Science Concepts

Object-Oriented Programming (OOP)Data Structures & Algorithms (DSA)Database Normalization (1NF–3NF)ERD DesignCRUD
Qualifications

Certifications & credentials

UC San Diego
Object-Oriented Programming
✓ Completed
UC San Diego
Data Structures & Algorithms (DSA)
✓ Completed
Datacamp
Building APIs in Python
✓ Completed
Datacamp
Introduction to AI Agents
✓ Completed
Datacamp
Intro to Workflow Automation with n8n
✓ Completed
Datacamp
Intermediate Workflow Automation with n8n
✓ Completed
Datacamp
Building Marketing Workflows with n8n
✓ Completed
Datacamp
Claude Code 101
✓ Completed
NS Training
Microsoft Excel
✓ Completed
Digiskills
Communication & Soft Skills
✓ Completed
Anthropic
Introduction to Claude Models
⟳ In Progress
Experience & Events

Where I've contributed

Campus Ambassador

atomcamp · KSBL

Promoted Atomcamp's data science and AI programs to the student community at KSBL. Coordinated outreach activities, workshops, and tech events to drive student engagement. Served as the primary point of contact between Atomcamp and KSBL students.

National AI Hackathon Participant

Powered by atomcamp

Architected and built FasalAI — a multi-agent AI system using CrewAI, LangChain, and ChromaDB that automates SPS and MRL compliance lookups across 50+ export markets.

devDay’26 Participant

SQL Showdown Competition

Competed in SQL Showdown testing advanced querying, join optimization, and relational database problem solving under timed conditions.

Tech Community Engagement

GDG Kolachi · AI Datayard

Participated in GDG Kolachi Developers Day events and attended Power BI Masterclass by AI Datayard to stay connected with the Karachi tech scene.

Get in Touch

Let's build
something amazing

Seeking opportunities to apply my technical skills in real-world AI, software engineering, and data environments. Reach out anytime!

Email Ahmed1248khan@gmail.com
Phone +92 336 2253299
WhatsApp Chat on WhatsApp
GitHub github.com/muhammadahmedkhan12
LinkedIn linkedin.com/in/muhammad-ahmed-khan