Available for Work

Hi, I'm

Muhammad
Abdullah

Building

I'm a high-performance Junior AI Engineer specializing in Agentic Workflows and MLOps. I architect stateful AI systems using LangGraph, build production-grade ML pipelines with DVC/MLflow, and develop low-latency multimodal voice agents. My expertise lies in bridging the gap between cutting-edge research and scalable production environments.

15+
AI Projects
5+
Internships
Muhammad Abdullah
Junior AI Engineer @ Revnix

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About Me

The Mind Behind the Code

Building AI systems that take real action, not just chat.

building intelligent systems and scalable backends at Revnix.

I'm a high-performance Junior AI Engineer specializing in Agentic Workflows and MLOps. I architect stateful AI systems using LangGraph, build production-grade ML pipelines with DVC/MLflow, and develop low-latency multimodal voice agents. My expertise lies in bridging the gap between cutting-edge research and scalable production environments.

Currently pursuing my Bachelor's in Artificial Intelligence at PAF-IAST.

Haripur, Pakistan
Junior AI Engineer @ Revnix
B.S. Artificial Intelligence โ€” Final Year Student
Open to AI/ML & Backend development roles

Core Expertise

PythonFastAPIDjangoFlaskMachine LearningMLOpsNumPyPandasScikit-learnTensorFlowKerasPyTorchPostgreSQLSQLDockerGitHubPostmanRedisREST APIsGitHTML/CSSBootstrap
What I Do

Services & Expertise

End-to-end AI solutions โ€” from intelligent agents to production-ready pipelines. Here's how I can help bring your vision to life.

01

Agentic AI & LangGraph

Architecting sophisticated multi-agent systems with stateful persistence, cyclic workflows, and autonomous reasoning using LangGraph.

LangGraphLangChainAI Agents
02

Real-Time Voice AI

Developing low-latency voice agents for telephony and WhatsApp, utilizing native audio modalities and high-fidelity synthesis.

LiveKitElevenLabsWebRTC
03

MLOps & Automation

Building production-grade ML pipelines with data versioning (DVC), experiment tracking (MLflow), and containerized deployment.

MLOpsDVCMLflow
04

Python Backend & APIs

Developing high-performance asynchronous backends with FastAPI and Django, optimized for AI tool integration and scalability.

FastAPIDjangoPostgreSQL
05

Deep Learning & CV

Implementing state-of-the-art object detection (YOLOv11) and classification systems for real-world industrial diagnostics.

YOLOv11TFLiteComputer Vision
06

RAG & Memory Systems

Engineering intelligent retrieval systems with long-term semantic memory and persistent context for personalized AI interactions.

RAGVectorDBMemory

Need a custom AI solution? Let's discuss your project.

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Selected Works

My Project Showcase

A collection of AI/ML systems designed to bridge the gap between static models and action-driven workflows.

Machine Learning System
Machine LearningFinal Year Project

Pavement Intelligence: Hybrid AI Diagnostic Suite

An elite civil engineering tool for automated road crack detection and 5-agent diagnostic reporting.

YOLOv11Gemini 1.5Kotlin+2
MLOps System
MLOpsFeatured

Production-Grade MLOps Orchestration

Industry-standard MLOps framework for scalable ML delivery with DVC and MLflow.

DVCMLflowOptuna+2
AI Agent System
AI AgentFeatured

LangGraph Mastery: Stateful AI Workflows

Sophisticated multi-agent systems built for complex task automation and reasoning.

LangGraphLangChainPython+1
Voice Agent System
Voice AgentFeatured

LiveKit Voice AI: Real-Time Telephony

Low-latency voice agents integrating WhatsApp Business calls with Gemini Multimodal.

LiveKitWebRTCGemini 2.5+1
RAG & Chatbot System
RAG & Chatbot

RestaurantVoice: AI WhatsApp Concierge

Multimodal AI assistant for automated food ordering and RAG-based menu inquiries.

ElevenLabsRAGWhatsApp API+1
Machine Learning System
Machine Learning

NLP Resume Parser: Intelligent Extraction

Production-ready NLP pipeline for converting unstructured resumes into structured JSON.

SpaCyOCRFastAPI+1
AI Agent System
AI Agent

Long-term Memory: Persistent Agents

Advanced agentic framework with cross-session semantic memory and persistence.

PostgreSQLVectorDBLangGraph+1
AI Agent System
AI AgentFeatured

FastMCP: Autonomous Documentation Agent

Advanced MCP implementation for intelligent documentation exploration and summarization.

FastMCPLangGraphGroq+1
Voice Agent System
Voice AgentFeatured

VoiceAgents: VideoSDK Real-Time AI

Production-grade Voice AI for telephony and video rooms using native audio reasoning.

VideoSDKGemini 2.5WebRTC+1

Looking for more technical deep dives?

Explore My GitHub
Technical Arsenal

Skills & Technologies

A comprehensive overview of my expertise in AI engineering and full-stack development.

Agentic AI & LLMs

LangGraph (Stateful)
LangChain
LangChain
Agentic Orchestration
RAG Optimization
Gemini/OpenAI/Groq

MLOps & Production

DVC (Data Versioning)
MLflow (Tracking)
Docker & CI/CD
Optuna (AutoML)
Bentoml/FastAPI

Computer Vision & NLP

YOLOv11/v10
TFLite (Quantization)
SpaCy (NER)
OCR (Tesseract)
Multimodal AI

Voice & Real-Time

LiveKit / WebRTC
ElevenLabs (TTS)
WhatsApp API
PostgreSQL/VectorDB
Real-Time Pipeline
Full Stack Toolkit

Tools I Command

LangChain
LangChain
LangGraph
Python
Python
Agentic AI
RAG Systems
FastAPI
FastAPI
Flask
Flask
Machine Learning
Scikit-learn
Scikit-learn
MLflow
MLflow
Docker
Docker
CI/CD
Git & GitHub
Git & GitHub
DVC
DVC
PostgreSQL
PostgreSQL
SQL
SQLAlchemy
SQLAlchemy
Pinecone
ChromaDB
FAISS
FAISS
n8n
n8n
Groq LLM
HuggingFace
HuggingFace
Ollama
Ollama
HTML/CSS/JS
HTML/CSS/JS
Professional Path

Experience & Education

My journey building AI systems โ€” from internships to full-time engineering.

Work Experience

Junior AI Engineer

Revnix (Onsite)

Full-time | 5 PM โ€“ 2 AM

Oct 2025 โ€“ Present

Working on production AI systems, including RAG pipelines, AI agents, and backend automation. Balanced with 9-5 University schedule.

AI AgentsRAGFastAPIPythonMLOps

IT Support Internee

ORLEN (Onsite)

Internship

Jul 2025 โ€“ Sep 2025

Monitored Windows Servers, managed company records, and conducted device health checks.

Server MaintenanceSystem AdministrationTechnical Support

Python Backend Developer Internee

Cortechsols (Onsite)

Internship

Jul 2024 โ€“ Sep 2024

Contributed to backend systems for veterinary management, developed REST APIs using FastAPI, and implemented microservices.

FastAPIDjangoFlaskPostgreSQLREST APIs

Python Full Stack Internee

Fulfillkaro (Remote)

Internship

Jun 2024 โ€“ Sep 2024

Developed front-end pages and backend logic in Django. Led a Meta Ads scraping project.

DjangoPythonWeb ScrapingHTML/CSS

Machine Learning Internee

Ecodecamp (Remote)

Internship

Jul 2023 โ€“ Aug 2023

Executed supervised ML tasks, created ANN models from scratch, and built CNN classifiers.

Machine LearningNumPyKerasTensorFlow

Education

Bachelor's degree in Artificial Intelligence

Pak-Austria Fachhochschule: Institute of Applied Sciences and Technology (PAFIAST)

2022 โ€“ 2026Final Year Student

F.S.C in Pre-Medical

Jinnah Jame School & College

2020 โ€“ 2022

Certifications

Django Backend Development

Udemy

AI, LLMs & RAG Masterclass

Udemy

NLP & Neural Networks

Coursera

Supervised Machine Learning

Coursera

Professional Python Developer

Scrimba

Get In Touch

Let's Build Together

Have a project in mind? Looking to integrate AI into your workflow? I'd love to hear from you.

Ready to work together?

I'm currently open to freelance projects, full-time AI roles, and exciting collaborations. Whether you need a RAG chatbot, voice AI agent, or MLOps pipeline โ€” let's talk.

Available for new projects

Send Me a Message