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Ayush Hrishikesh Mishra

Data Scientist & AI Engineer

Building intelligent LLM workflows and scalable AI-driven applications.

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My Experience

Software Engineer

Volkswagen Group Digital Solutions [India]

Jul 2024 - Present

Bengaluru

Designed an AWS-based architecture to unify enterprise data using knowledge graphs and semantic federation.
Built Python ETL pipelines over Amazon RDS and Amazon Neptune to automate schema discovery, entity mapping, and ontology generation.
Forecasted liquidity from 50k+ SAP records using XGBoost and LightGBM models using temporal customer features.
Built a custom MLOps pipeline on ECS and S3 for model evaluation, retraining and deployment.
Automated PRD scoping for 10+ business units with LangGraph and PostgreSQL-backed memory.
Parallelized document processing using AWS SQS, cutting multi-document latency by 62%.

Software Engineer Trainee

Volkswagen Group Digital Solutions [India]

Dec 2023 - Jun 2024

Pune

Built a context-aware Generative AI chatbot serving 5,000+ users, integrating Hugging Face AutoModel and Llama tokenizer.
Engineered an automated data pipeline using AWS Textract to extract, transform, and process 200+ unstructured PDF documents for downstream AI workflows.
Developed a React.js interface with citations and confidence metrics—boosting user engagement by 90%
Implemented SQL-based logging with human feedback capture for continuous model evaluation.

Technical Skills

Languages

Python

JavaScript

SQL

Frameworks

React.js

Node.js

FastAPI

Flask

AI/ML

Machine Learning

Deep Learning

NLP

Agentic AI

PyTorch

Cloud & Tools

GraphQL

MongoDB

Crew.ai

LangGraph

AWS

Git

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