Rubab Talha

I'm an AI/ML & Automation Engineer with 4+ years of experience building production-grade AI systems. I architect intelligent automation workflows, RAG pipelines, and multi-agent orchestration that reduce manual work by 80-90%. I work across the full stack — Python, FastAPI, React, PostgreSQL, Docker, AWS — and integrate LLMs (OpenAI, Claude) into real-world business applications.

I'm passionate about building systems that don't just demo well but survive production with reliability and scale. I also build, train, and deploy Machine Learning and Deep Learning models for healthcare.

AI/ML & Automation Engineer

Automated Medical Technologies | Nov 2025 – May 2026

• Build production RAG systems 85% retrieval accuracy using LangChain, ChromaDB, and LLMs

• Deploy production systems on AWS with Docker, GitHub Actions CI/CD

• Worked with Linux, Embedded systems, Python, TensorFlow, Scikit-Learn, OpenCV and more

• Developed, trained and deployed Machine Learning and Deep Learning Models for Healthcare

AI/ML Engineer

Freelance / Self-Initiated Projects | 2023 – Present

• NeuroQuery: Production RAG system for document Q&A with source attribution and confidence scoring:

• CAREANDCURE: Medical AI mobile app with 96% sensitivity using TensorFlow and Grad-CAM

• Objexis: Object detection system with YOLO, FastAPI, and AWS deployment

• Double-Entry Ledger System: Fintech accounting system with idempotent transactions and reconciliation

Bachelors Of Science In Computer Science 2021 - 2025

University Of The Punjab

CGPA: 3.32 Grade: A+

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FSc. Pre Engineering 2019 - 2021

Grade: A+ (94%)

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Matriculation (Science, Maths)

Grade: A+ (94%)