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Backend AI Engineer at Agentic Dream who built a Bedrock RAG agent that automated 80% of discrepancy resolution.

Pakistan

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At Agentic Dream, I built a Python agent on AWS Bedrock that compares purchase orders with vendor acknowledgments using RAG, then routes discrepancies for human review; it reached 80% automation in discrepancy resolution. I also deployed DeepSeek OCR and Claude Haiku document extraction on Kubernetes, replacing manual data entry.

I designed and maintained a NestJS GraphQL gateway for 10+ microservices, including multi-tenant JWT authentication and the platform’s first WebSocket subscription endpoint. Earlier, I developed React and Node.js applications at Commitstash and implemented NLP pipelines with TensorFlow and HuggingFace as an Artificial Intelligence Intern at CodeClause.

Experience

Work history, roles, and key accomplishments

Current

Backend AI Engineer

Current

Agentic Dream

Sep 2025 - Present (1 year 1 month)

Built a PO/ACK comparison agent on AWS Bedrock with RAG, achieving 80% automation in discrepancy resolution. Deployed DeepSeek OCR and vision-language models on Kubernetes for document extraction, and designed a NestJS GraphQL gateway for 10+ microservices.

Python AWS RAG Vector Databases Kubernetes DeepSeek OCR Claude Haiku NestJS GraphQL Kafka OpenSearch JWT RBAC WebSockets

Freelance AI Engineer

E-commerce Client

Apr 2026 - May 2026 (1 month)

Built an automated AI workflow that pulls competitor ads via the Foreplay API, scores them with Claude Haiku, extracts winning creative patterns, and generates images through Fal AI.

Foreplay API Claude Haiku Claude Fal.Ai AI Workflows

Freelance AI Engineer

Client Project

Feb 2025 - Aug 2025 (6 months)

Delivered a deep learning pipeline for MRI brain tumor classification using CNNs, with preprocessing, data augmentation, and hyperparameter tuning, plus a deployment-ready model and documentation.

Deep Learning CNN MRI TensorFlow Data Augmentation Hyperparameter Tuning

Back End Developer

Commitstash

Aug 2024 - Jul 2025 (11 months)

Designed and developed full-stack web applications using React and Node.js, delivering responsive frontends and RESTful backend services that reduced page load times by up to 40%.

React NodeJS REST APIs Web Development

Artificial Intelligence Intern

CodeClause

Jun 2023 - Aug 2023 (2 months)

Implemented NLP pipelines with TensorFlow and HuggingFace; experimented with embeddings for text similarity and researched RAG-based methods for document analysis.

NLP TensorFlow Hugging Face Embeddings RAG

Education

Degrees, certifications, and relevant coursework

FAST National University of Computer and Emerging Sciences

Bachelor of Computer Science, Computer Science

2020 - 2025

Activities and societies: Dean's List 2023-2024

Bachelor of Computer Science with a minor in Artificial Intelligence. Dean's List 2023-2024; coursework includes Machine Learning, Deep Learning, Generative AI, Databases, MLOps, and DevOps.