UDAY KIRAN KARUSODI

• Improved plagiarism detection in Zoho Writer by 75% and cut inference time by 43% (0.3s to 0.17s) through optimising a Java-Tomcat backend and a containerised FastAPI & Python service for vector generation (quantised inference, dockerised deployment).
• Built a prompt-driven RAG pipeline combining LLM calls with keyword & semantic search over Faiss and Weaviate; integrated with crawling and SERP APIs for multi-source retrieval.
• Migrated crawler to hybrid sync/async model using Java Servlet 3.0 AsyncContext & custom executors, enabling synchronous responses while maintaining webhook scalability.
• Contributed to the Automatic Extraction pipeline to retrieve structured data from web content by combining image plus text classification with fine-tuning as part of the pipeline; improved extraction accuracy by 60%.

B.Tech in Computer Science Engineering

Gayatri Vidya Parishad College of Engineering (Autonomous) · CGPA: 9.22/10

Visakhapatnam, Andhra Pradesh · Jul 2019 - Jul 2023

• Developed a full-stack app combining finance tracking with behavioural nudges (roast & boast) to improve financial discipline.
• Implemented secure auth, budgets, transactions, and AI-powered insights driven by MCP.

Tech: Java, Spring Boot & Ecosystem, Elasticsearch, PostgreSQL, Redis, RabbitMQ, Google GenAI Toolbox (MCP).

• Built an automated CAPTCHA-breaking system using Mask R-CNN and grid-based algorithm, achieving a 74 % success rate against Google reCAPTCHA v2 challenges as part of a national hackathon (Manthan-2022).

Tech: Python, Mask R-CNN, PyTorch, Detectron, FastAPI, Docker.