Hello Portfolio
My Experience
Software Engineer
Volkswagen Group Technology Solutions India
Bengaluru
2024-06-01 - Present
- Built an interactive RAG chatbot using Knowledge Graphs and GPT-4o mini (Azure OpenAI).
- Developed PDF-to-Neo4j pipeline with domain ontology mapping. Integrated real-time Knowledge Graph visualization in the UI.
- Added citations with similarity scores and source file previews.
- Prototyped a multi-agent system with CrewAI for workflow automation.
- Designed a manager agent to route tasks across tool-specific agents.
- Explored integration of multi-agent systems into enterprise IT processes.
Software Engineer Trainee
Volkswagen Group Technology Solutions India
Pune
2023-12-31 - 2024-06-30
- Built a Generative AI chatbot with LLMs for 5,000+ users, enabling context-aware conversations.
- Processed 200 PDFs via AWS Textract and generated embeddings with BGE, stored in ChromaDB.
- Integrated Hugging Face AutoModel and Llama tokenizer for custom LLM support.
- Implemented MySQL-based feedback system to refine responses continuously.
- Designed an interactive UI with citations, boosting engagement by 90%.
- Received Innovation Award for contributions to the application’s success.
Technical Skills
Python
JavaScript
React.js
Node.js
MongoDB
Machine Learning
Deep Learning
NLP
Flask
FastAPI
SQL
Azure AI Foundry
GraphQL
Agentic AI
Crew.ai
My Projects
My Publications
Cognitive Assistance for Dementia Patients
Dheeraj Kiran Enna, Pratyus Basuli, Ayush Hrishikesh Mishra, Sunil Kumar Singh
Publication ID: 10.1109/ICETSIS61505.2024.10459484.
View Research Paper →IEEE International Conference on Emerging Trends in Smart Innovation Systems (ICETSIS 2024)
Published on: 19 March 2024