Freelancer profile translated to English.

Description

🇬🇧 English Version

I am an AI and Software Engineer with over 4 years of professional experience bridging the gap between advanced artificial intelligence and robust enterprise backends. Specialized in production-grade AI architectures.

My technical foundations are rooted in rigorous software engineering. Having architected highly scalable REST APIs and microservices in Java (Spring Boot) and Python, and deployed cost-efficient serverless infrastructures on AWS.

Most recently at BNP Paribas, I engineered end-to-end RAG systems to automate data archiving, designed custom MCP servers for secure LLM tool access, and implemented Recursive Language Models (RLMs) to solve context-window saturation.

Key Expertise:

AI & LLMOps: LangGraph, LangChain, Advanced RAG, MCP Servers, Recursive Language Models (RLM), Vector Databases.

Backend & Cloud: Java (Spring Boot), Python (FastAPI), AWS (Lambda, S3, EC2), PostgreSQL, CI/CD (GitHub Actions).

🇫🇷 French Version

AI and Software Engineer with over 4 years of professional experience, I combine cutting-edge artificial intelligence expertise with a strong software engineering rigor. Specialized in industrializing AI solutions.

My background is built on robust software foundations: I have developed and optimized scalable microservice architectures in Java (Spring Boot) and Python, and deployed optimized serverless infrastructures on AWS.

Recently at BNP Paribas, I designed an end-to-end RAG system to automate data archiving, developed MCP servers to standardize LLM access to documentation, and implemented recursive language models (RLM) to overcome context saturation limitations.

Key Expertise:

AI & LLMOps: LangGraph, LangChain, Advanced RAG, MCP Servers, Recursive Language Models (RLM), Vector databases.

Backend & Cloud: Java (Spring Boot), Python (FastAPI), AWS (Lambda, S3, EC2), PostgreSQL, CI/CD (GitHub Actions).

Industry field of expertise

Languages

English
Native or bilingual
French
Conversational
Tamil
Native or bilingual

Workplace preferences

Can work on-site

Paris (up to 50km)

BNP Paribas
AI Engineer
BANKING AND INSURANCE
October 2025 - April 2026 (6 months)
Paris, France
Designed an end-to-end RAG (Retrieval-Augmented Generation) chatbot to automate ticket data archiving, using vector embeddings and semantic search. Developed MCP (Model Context Protocol) servers to provide LLMs with secure and standardized access to documentation. Researched and implemented recursive language models (RLM) to handle recursive calls to LLMs to solve context saturation.
Artificial Intelligence Python RAG MCP API
amazon
Software Engineer
August 2020 - January 2022 (1 year and 5 months)
Chennai, Tamil Nadu, India
Improved Alexa's automatic speech recognition (ASR) by evaluating dialogues and labeling data. Produced annotated datasets for training ML models, directly impacting speech accuracy.
Cognizant
Software Engineer
TECH
February 2022 - August 2024 (2 years and 6 months)
Chennai, India
Developed and optimized REST APIs and microservices with Java (Spring Boot), enhancing system scalability and responsiveness. Deployed Java AWS Lambda functions, reducing infrastructure costs through serverless architecture.