Shantha Adi
Immediate Joiner | AI Engineer @ TCS | Architecting Agentic AI & RAG Systems | AWS Certified | Serving Notice Period
- Role
- Ai Engineer at Tata Consultancy Services
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Shantha Adi
Actively interviewing | Serving notice period I’m a Software Engineer focused on building production grade Generative AI systems that deliver real world impact. I specialize in designing intelligent, scalable, and secure solutions across cloud-native environments.Designing and deploying autonomous AI systems on AWS using multi-agent workflows, RAG architectures, and LLM fine-tuning. Experienced in building scalable, secure, and production-ready solutions that solve complex data and infrastructure challenges.Core Expertise:GenAI: Prompt Engineering, RAG, Agentic Workflows, Multi-Agent SystemsFrameworks: AutoGen, LangGraph, LangChain, LangSmith, Strands, Guardrails ai, Flask, FastAPICertifications : AWS Certified Solution Architect Associate | AWS Certified AI PractitionerProgramming Languages : Python, Java, COpen to teams building ambitious solutions in the Generative & Agentic AI space.
Experience
Ai Engineer
Jun 2023 — Present · Bengaluru, IN
Contributed to an award-winning Agentic AI platform for Outpatient Management (1st place – 2025 Amazon Nova Partner Demo), improving care efficiency by 40%• Developed Financial Agent using Textract and Bedrock Agent to extract 15+ KPIs, boosting review speed by 50%.• Created dual-mode RAG chatbot for regulatory document search, reducing compliance review time by 38%• Built a multi-modal add analysis tool using Claude Sonnet, Textract, and Transcribe; reduced content analysis time by 75%• Fine-tuned Bedrock Nova pro for the financial domain using continued pretraining and instruction tuning; improvedresponse quality and domain alignment by 40%.• Automated LLaMA fine-tuning for legal contracts via end-to-end SageMaker LLMOps pipeline.
Education
Govt. SKSJT Institute
Bachelor of Engineering - BE, Computer Science and Engineering
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