Experience
Professional journey and technical contributions
Software Engineer Trainee · Incedo Inc.
Chennai, India
- Autonomous AI-Powered Data Analysis & Visualization Agent: Developed a metadata-driven Streamlit analytics platform using Llama-3.3-70b/Groq that translates natural language queries into executable Python code with static validation, local environment sandboxing, and a self-healing retry loop.
- AI-Native Sensitive Data Detection & Privacy Analytics System: Engineered a FastAPI/Streamlit data sanitization pipeline utilizing Presidio/spaCy NLP, custom regex patterns, and Fernet encryption, integrating an Informatica PowerCenter XML parser to auto-recommend column-level masking rules.
- Aegis-Migrate (Autonomous Database Migration Engine): Designed zero-downtime CDC replication using Debezium and Apache Kafka to stream write-ahead logs to BigQuery, with a dual-layered SQLGlot AST / LLM Transpiler and Airflow data validation DAGs.
- Python
- FastAPI
- BigQuery
- Apache Kafka
- Apache Airflow
- Llama 3.3
- Groq API
- Pandas
- Plotly
- Debezium
- SQLGlot
- Presidio NLP
- Fernet Cryptography
- SQLite
- XML Parsing
Associate Software Engineer / Research Intern · NTT DATA
Bengaluru, India
- Designed and developed a hybrid Retrieval-Augmented Generation (RAG) platform that integrates graph databases, semantic search, and LLMs for advanced enterprise knowledge management.
- Automated extraction and representation of entities/relationships from multi-format documents into a dynamic, queryable knowledge graph (Neo4j), enabling multi-hop reasoning and visualization.
- Improved enterprise search accuracy and efficiency by delivering context-rich, relationship-driven answers, with modular architecture for scalable future enhancements.
- Neo4j
- RAG
- LLMs
- Graph Databases
- Python
Project Intern · Intel
Bengaluru, India
- Evaluated Pre-built Retrieval-Augmented Generation pipeline on academic PDFs, analyzing retrieval and LLM response quality.
- Contributed to UI/UX discussions and improvements for better user experience.
- Worked on optimizing AI model performance for document processing tasks.
- RAG
- LLMs
- UI/UX
- Document Processing
- Python
Generative AI Specialist Intern · Corizo
Remote
- Developed and implemented innovative AI models, enhancing user interaction and optimizing performance across various applications.
- Worked on generative AI solutions and contributed to improving model efficiency.
- Collaborated with cross-functional teams to deliver AI-powered features.
- Generative AI
- Machine Learning
- Python
- Model Optimization