ANGITHA G 22122010
@angithag22122010
AI/ML Engineer building agentic LLM and GenAI systems for production-ready, real-world use cases.
What I'm looking for
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
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.
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)
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.
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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