Muhammad Adnan

I build agentic AI systems, RAG pipelines and LLM-powered products that turn messy business workflows into automation.

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Rawalpindi, Punjab, Pakistan

AI projects built: 4
Leaf-deficiency model accuracy: 96.3%
Agents in one CrewAI pipeline: 7
LLM providers integrated: 3

About

Building AI that does real work

I'm a Computer Science graduate and current AI/ML Intern at XICTEK Systems, specializing in agentic AI, LLM application development, and AI-driven automation.

I design and deploy LLM-powered applications and multi-agent systems with LangChain, LangGraph and CrewAI, integrating OpenAI, Anthropic and Google Gemini APIs. I build RAG pipelines with vector embeddings and ChromaDB, computer vision pipelines with CNN/MobileNetV2 and OpenCV, and connect AI systems to APIs, webhooks and databases to automate business processes end to end.

I care about reliability: prompt engineering, structured outputs, tool/function calling and AI evaluation, plus voice/conversational AI and full-stack delivery with Python, FastAPI, Next.js and Docker.

Based in
Rawalpindi, Pakistan
Education
B.Sc. Computer Science, CGPA 3.39 / 4.0
Currently
AI/ML Intern at XICTEK Systems

Muhammad Adnan coding at his dual-monitor desk — At my desk, building AI applications.

Agentic systems
Multi-agent workflows built with LangGraph and CrewAI.
RAG pipelines
Vector embeddings and ChromaDB for grounded, useful answers.
Computer vision
CNN / MobileNetV2 with OpenCV, 96.3% accuracy on leaf images.
End-to-end delivery
FastAPI, Next.js and Docker, wired to APIs, webhooks and databases.

Skills

The stack behind the work

Hover a logo to see its name. Skills without a logo appear as text chips.

AI & Agents

08

LLM ApplicationsAgentic Workflows

RAG & AI Pipelines

07

RAGVector EmbeddingsChromaDBData ExtractionClassificationSummarizationAI Evaluation

Computer Vision & ML

06

CNNMobileNetV2

Automation & Integration

06

Workflow AutomationREST APIsWebhooksTool/Function CallingStructured OutputsCRM Integrations

Conversational AI

02

Voice AI AgentsSpeech-to-Text

Full-Stack & Deployment

09

Data

05

SQLPower BI

Experience

Where I've been building

Internships and a startup I founded, newest first.

AI/ML Intern
XICTEK Systems
Oct 2026 - PresentCurrent
Remote
- Building AI-powered applications using Python, FastAPI, and LLM APIs such as Gemini, including a chatbot with a working demo and GitHub repository.
- Applying prompt engineering, API integration, and error handling to build reliable, user-friendly AI solutions.
- Working in a remote, structured team environment using GitHub, ClickUp, and Microsoft Teams, with regular implementation reviews and clear documentation.
Full-Stack Web Development Intern
DevSynt
Summer 2026
Rise Summer Internship 2026, Remote
- Completed the DevSynt Rise Summer Internship 2026 in Full Stack Web Development and earned a Certificate of Completion (ID: DS-RISE-2026-C1-BA347D0C).
- Worked across the full-stack workflow: responsive front-end interfaces with React and Next.js, back-end APIs with FastAPI, and relational data storage with MySQL.
- Used Git and GitHub for version control and structured, collaborative development.
Business Associate (Founder)
Scroll'n Ecom
Jan 2025 - Apr 2026
Rawalpindi, Pakistan
- Founded and managed an e-commerce startup: product sourcing, online store management, digital marketing, and customer relations.
- Applied data-driven decisions to pricing, marketing spend, customer engagement, and day-to-day operations.