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Namasivaayam L

@NamasivaayamL

Software Engineer I at Mr. Cooper (Now, Rocket India)

Chennai, Tamil Nadu, India

Mr. Cooper (Now, Rocket India)MEPCO Schlenk Engineering College

Generative AI and Machine Learning Engineer specializing in multi-modal and RAG systems. Orchestrated complex doc-verification workflows using an autonomous agent framework, cutting processing time by 67%. Pioneered a Gemini-based solution that boosted doc extraction accuracy from 9% to 90%. Recipient of ”The Rookie” Excellence Award (2025).

Experience

Software Engineer I

Mr. Cooper (Now, Rocket India)

Jul 2024 - PresentChennai

Idea-Code (Autonomous PDLC): Architected a LangGraph Deepagent pipeline using Azure/GitHub MCP servers to automate the PDLC from concept to GitHub PRs. Orchestrated the autonomous generation of BRDs, architectures, and ADO tasks, streamlining the transition from requirements to production code. In A Box (Multi-Agent System): Automated intricate multi-document verification across 50+ checkpoints by implementing a scalable agent system with Google ADK, achieving a 67% reduction in manual processing time. PyroAI Docs (GenAI Extraction): Elevated data extraction accuracy to 90% (from 9%), enabling straight-through processing for over 15 financial document types by engineering robust production prompt pipelines. AI Guardian (LLM Validation): Spearheaded the design and deployment of an ML validation framework to benchmark production LLM models against market competitors, architecting a scalable backend with FastAPI and containerization (Docker/GKE).

Software Engineer Intern

Mr. Cooper (Now, Rocket India)

Jan 2024 - Jun 2024Chennai

Secured the full-time implementation roadmap by demonstrating a 10x accuracy improvement (9% to 90%) via an image-based Gemini extraction Proof of Concept (POC), superseding traditional Deep Learning (DL) methods.

Education

MEPCO Schlenk Engineering College

B.Tech

Artificial Intelligence and Data Science

Jan 2020 - Jan 2024Grade: 8.49/10

Relevant Coursework: Machine Learning, Deep Learning, Data Science, IoT, Data Analytics, Data Visz., Cloud Computing. Selected as Best Outstanding Student (2024) for maintaining an 8.49 CGPA while directing events and operations for the Microsoft Campus Club and Consumer Club.

Licenses & Certifications

GCP PCA

Google Cloud

AWS CPE

Amazon Web Services

Skills

Deep Agents
LangChain
LangGraph
LlamaIndex
RAG
MCP
Prompt Engineering
PyTorch
TensorFlow
GCP PCA
Google Vertex AI
AWS CPE
Docker
Kubernetes (GKE)
Azure Pipelines
GitHub
Rancher
FastAPI
Spring Boot
Next.js
React
MySQL
PostgreSQL
MongoDB
Redis
AlloyDB
Python
C/C++
JavaScript
Java
SQL