Vipul Thota
AI & Data Engineer
Summary
Results-driven AI & Data Engineer with hands-on experience designing and deploying machine learning systems, scalable data pipelines, and intelligent automation workflows. Proven track record of translating complex research into production-grade applications that deliver measurable business impact. Passionate about building robust, interpretable AI systems and mentoring teams through data-driven transformation.
Experience
Data Engineer
UWorld
Hyderabad, India
Building scalable data infrastructure and analytics pipelines that power UWorld's educational platform used by millions of students.
Artificial Intelligence Intern
MyClassBoard
Hyderabad, India
Developed AI-powered educational applications using OpenAI APIs, working in Agile teams to deliver impactful learning tools.
Education
B.Tech., Computer Science & Engineering
Mahindra University
Skills
Languages
Machine Learning & AI
Data Engineering
Cloud & DevOps
Frameworks & Tools
Projects
RAG-Powered Document Intelligence System
Built a production-grade Retrieval-Augmented Generation pipeline for processing and querying large document corpora, achieving sub-second retrieval over 500K+ chunks with FAISS and LangChain.
Real-Time ML Feature Store
Designed and implemented a low-latency feature store integrating Kafka streams, Redis for online serving, and BigQuery for offline training, serving features to multiple production ML models.
Adaptive Learning Analytics Platform
End-to-end ML platform predicting student knowledge state using IRT and neural network models, serving real-time recommendations to 500K+ users.
Publications
AI-Driven Railway Maintenance for Fault Identification Through Object Detection and Segmentation
IWSHM 2025, 2025
Smart Railway Safety: Integrating Deep Learning with Vision Transformers for Obstacle Detection and Track Health Monitoring
IWSHM 2025, 2025