AI Engineer · Karachi, Pakistan · $25/hr International

Muhammad
Zayab Ansari

Architecting RAG pipelines, agentic AI workflows, and computer vision systems that solve real problems — in healthcare, legal tech, and cybersecurity.

12+AI Projects
15+Systems Shipped
95%Best Accuracy
8Certifications
About

The Engineer
Behind the Code

Software Engineering graduate from SSUET, Karachi. I build production-grade AI systems that ship, scale, and solve real problems across industries.

My work spans RAG pipelines for bilingual legal document retrieval, computer vision systems for medical imaging with 93%+ accuracy, and agentic AI workflows running autonomously in production.

Trained at SMIT Bootcamp 5.0. Freelancing internationally at $25/hr. Building things that matter.

PythonPyTorchLangChainLangGraphFastAPIDockerYOLOv11LLaMA 3FAISSChromaDBPostgreSQLMongoDBRedisNext.jsGroqMCPHuggingFace
Muhammad Zayab Ansari — AI Engineer, Karachi
AI Engineer · Karachi
Open to remote roles & freelance — starting immediately
Services

What I Build

End-to-end AI systems — from data pipeline to production deployment

01 🧠

AI / ML Development

Custom ML models, predictive analytics, classification pipelines — trained, evaluated, and deployed into real products.

PyTorchScikit-LearnXGBoostONNX
02 🔮

Generative AI & RAG

LLM integration, retrieval-augmented generation, chatbots, and fully agentic AI workflows with memory and tool use.

LangChainLangGraphLLaMA 3FAISSMCPGroq
03 👁

Computer Vision

Object detection and image classification using YOLOv11, PyTorch, and OpenCV — from dataset to production inference API.

YOLOv11OpenCVCNNGrad-CAM
04 ⚙️

Backend & MLOps

FastAPI, Docker, PostgreSQL, Redis — scalable containerised APIs that carry AI into production reliably.

FastAPIDockerPostgreSQLRedis
Latest Work

Projects That
Define My Craft

Raabta — WhatsApp AI SaaS
View on GitHub
SaaSLive

Raabta — WhatsApp AI SaaS

Multi-tenant WhatsApp AI agent for Pakistani SMEs. Per-tenant RAG, Llama 3.3 70B via Groq, load-tested 150 concurrent users.

FastAPIGroqMongoDBWhatsApp APIRAG
ReelForge — Video Automation SaaS
View on GitHub
SaaSShipped

ReelForge — Video Automation SaaS

Full SaaS generating scripts, voiceovers, 9:16 videos, and auto-publishing to 8 social platforms. 122+ files.

MERNFastAPIFFmpegPythonExpo
ColdAI — B2B Email SaaS
View on GitHub
SaaS

ColdAI — B2B Email SaaS

Cold email generator with AIDA / PAS / BAB frameworks, SMTP sending, follow-up sequences, and open tracking.

FastAPINext.jsPostgreSQLSMTP
Khata — AI Bookkeeping
View on GitHub
SaaS

Khata — AI Bookkeeping

Vision-based invoice extraction via Groq Llama, self-correction JSON loop, MongoDB ledger, Excel/PDF export.

GroqFastAPIMongoDBReact
Nexus ERP
View on GitHub
SaaS

Nexus ERP

109-file enterprise ERP + POS + MES + SCM platform from a 26-page PRD. 150 passing tests. 10 business modules.

FastAPIReactPostgreSQLDockerRedis
Pakistan LegalAI
View on GitHub
RAGFYP

Pakistan LegalAI

RAG platform covering 12+ Pakistani laws, bilingual Urdu/English retrieval using LLaMA 3-70B and FAISS.

LLaMA 3-70BLangChainFAISSFastAPI
Brain Tumor Detection
View on GitHub
Vision

Brain Tumor Detection

93.5% mAP at 30 FPS on MRI scans using YOLOv11. Grad-CAM explainability for clinical trust.

YOLOv11PyTorchOpenCVGrad-CAM
ClinIQ — Clinical AI Platform
View on GitHub
AI/ML

ClinIQ — Clinical AI Platform

Multi-modal clinical diagnosis: Random Forest, CNN/ONNX, LLaMA 3.3 70B. Deployed on HuggingFace Spaces.

Random ForestCNNONNXLLaMA 3
FalconSec — AI Cybersecurity SIEM
View on GitHub
AI/ML

FalconSec — AI Cybersecurity SIEM

15,000-line Python SOC platform — ML threat detection, response playbooks, deception layer, full dashboard.

XGBoostLSTMFastAPIPython
Pneumonia Detection
View on GitHub
Vision

Pneumonia Detection

Chest X-ray classifier — 92% accuracy with CNN and TensorFlow. Grad-CAM heatmaps for clinical confidence.

CNNTensorFlowGrad-CAMOpenCV
Flight Delay Prediction
View on GitHub
AI/ML

Flight Delay Prediction

89% precision/recall across 5 ML models. A/B testing pipeline with XGBoost and Scikit-Learn.

XGBoostScikit-LearnPandasMatplotlib
Async Auth API
View on GitHub
Backend

Async Auth API

Production auth with dual-token JWT, Redis refresh store, and rate limiting. Fully Dockerised and tested.

FastAPIRedisJWTDockerPostgreSQL
Pricing

Simple, Transparent
Pricing

Fixed-scope packages. Custom projects quoted separately.

Starter

$199

Perfect for a proof-of-concept chatbot or RAG demo.

RAG chatbot over your documents
FastAPI backend + basic UI
Up to 3 revisions
Delivered in 5–7 days
Get Started
Most Popular

Pro

$499

Production-ready AI system with auth, DB, and deployment.

Everything in Starter
Auth, DB, admin dashboard
Docker + cloud deployment
Multi-tenant support
2 weeks delivery
Get Started

Custom

Let's
Talk

Enterprise platforms, complex pipelines, or long-term contracts.

Everything in Pro
Full SaaS / ERP / platform
Ongoing retainer available
$25/hr · scoped per project
Contact Me
Journey

Experience &
Education

Jan 2025 — Present

AI Engineering Intern

SMIT Bootcamp 5.0

Developed and deployed AI/ML models for NLP, Computer Vision, and GenAI. Built end-to-end pipelines using Docker, LangChain, and FastAPI.

LangChainFastAPIDockerGroq

Mar 2024 — Present

Freelance AI Engineer

Self-Employed · International Clients

Delivering production ML, NLP/RAG, and Computer Vision solutions. Projects include Raabta (WhatsApp AI SaaS), ColdAI, Khata, ReelForge, Nexus ERP, and FalconSec.

RAGLLMsFastAPIReactMongoDB

2022 — 2026

BS Software Engineering

Sir Syed University of Engineering & Technology, Karachi

FYP: Pakistan LegalAI — RAG-based bilingual legal assistance using LLaMA 3-70B, LangChain, and FAISS. Graduated 2026.

LLaMA 3FAISSLangChain
Capabilities

Technical Depth

AI / ML Engineering90%
Computer Vision92%
Generative AI & RAG88%
FastAPI / Backend85%
Databases (Mongo / PG / Redis)80%
React / Next.js75%
Docker / MLOps78%
Cloud (HuggingFace / Render)72%
Verified

Certifications

Kaggle

Computer Vision

2026

Kaggle

Deep Learning

2026

Kaggle

Intro to Machine Learning

2026

Kaggle

Python

2026

Kaggle

Data Visualization

2026

Cisco

Python Essentials 1

2025

Cisco

Python Essentials 2

2026

SMIT

Coding Night Participant

2026

Connect

Let's Build Something
Remarkable

Open to AI Engineer roles — remote or Karachi-based. Available for freelance, collaborations, and consulting at $25/hr.

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