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ANGITHA G 22122010AG
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ANGITHA G 22122010

@angithag22122010

AI/ML Engineer building agentic LLM and GenAI systems for production-ready, real-world use cases.

India
Message

What I'm looking for

I’m looking for roles where I can build agentic GenAI and LLM-driven systems end-to-end—combining RAG, evaluation, and scalable deployment on AWS, with a focus on real-world utility, reliability, and production integration.

I’m an AI/ML Engineer with 2.5 years of hands-on experience building intelligent, LLM-driven systems across finance, HR, and healthcare. I focus on Generative AI, NLP, CV, and backend implementation—taking ideas from Proof of Concept to production with real-time interactivity.

I’ve built agentic AI applications such as a legal/taxation chatbot using an agentic architecture and an orchestration pipeline (web crawling, cleaning, embeddings, retrieval, and contextual response generation). I also developed a multi-agent system that turns natural language into SQL for financial analysis with compliance checks, monitoring, and extensibility—plus HR chatbot experiences with hybrid retrieval, WebSocket coaching, sentiment analysis dashboards, and AWS deployment. On the computer vision side, I engineered a YOLO + fine-tuned ResNet50 pipeline for bacterial colony detection and achieved 96% end-to-end pipeline-level accuracy.

Experience

Work history, roles, and key accomplishments

DU
Current

AI/ML Engineer

Deloitte - USI

Mar 2026 - Present (4 months)

Built an agentic AI chatbot (LegalAsk) to answer taxation and legal questions using an agentic architecture. Orchestrated a ZenML pipeline for web crawling, data cleaning, and embedding generation with Firecrawl and Qdrant, and implemented query rephrasing, knowledge retrieval, and contextual response generation.

GL

AI/ML Engineer

GYTWorkz Technologies Pvt Ltd

Aug 2024 - Feb 2026 (1 year 6 months)

Developed and deployed an agentic multi-agent SQL query system that converts natural language questions into SQL queries for financial analysis, including semantic context storage and compliance checks. Led backend development for an IntelligentHR chatbot platform with hybrid search, real-time WebSocket coaching, sentiment analysis with a daily dashboard, and built a bacterial colony detection/cla

Education

Degrees, certifications, and relevant coursework

Christ (Deemed to be University) logoCU

Christ (Deemed to be University)

Master of Science in Data Science, Data Science

2022 - 2024

Completed an M.Sc. in Data Science at Christ (Deemed to be University), Lavasa from 2022 to 2024.

VA

Vimala College (Autonomous)

Bachelor of Science in Mathematics, Mathematics

2019 - 2022

Completed a B.Sc. in Mathematics at Vimala College (Autonomous), Thrissur from 2019 to 2022.

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