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Shrivinayak Birla

@shrivinayakbirla

AI Engineer at Capita plc building LangGraph multi-agent workflows and RAG systems for financial and operational analytics.

India

Message

What I'm looking for

I’m seeking GenAI / AI Engineer roles.

At Capita plc, I build production-ready Generative AI capabilities, including LangGraph multi-agent workflows for planning, retrieval, reasoning, evaluation, and guardrails. My work on financial and operational analytics reduced manual analysis time by 45% for 30+ users.

I engineered document ingestion and semantic retrieval pipelines using Sentence Transformers, embeddings, and FAISS, reducing retrieval latency by 30–40%. I also implemented multimodal pipelines with EasyOCR and Vision LLMs for scanned documents and images.

Previously, as an AI Intern at AI Unika Technologies Private Limited, I developed and tested road infrastructure monitoring solutions using YOLO and RF-DETR. I’m seeking GenAI / AI Engineer roles.

Experience

Work history, roles, and key accomplishments

Current

Associate Developer - AI Engineer

Current

Capita plc

Nov 2024 - Present (1 year 11 months)

Partnered with stakeholders to translate business requirements into production-ready Generative AI capabilities, reducing time-to-production by 30%. Built multi-agent workflows with LangGraph and deployed scalable AI services using Docker and AWS.

Python fastAPI LLM RAG Agentic AI LangGraph Docker AWS EC2 Lambda Faiss Sentence Transformers EasyOCR PostgreSQL Vector Databases GROQ LLM Prompt Injection Defense Evaluation Frameworks

AI Intern

AI Unika Technologies Private Limited

Dec 2023 - Oct 2024 (10 months)

Developed and tested AI/ML solutions for road infrastructure monitoring, focusing on image analysis and object detection using Python, YOLO, and RF-DETR, improving detection accuracy by approximately 15%. Performed data annotation and preprocessing using OpenCV and Roboflow.