Likhitha Paruchuri Email & Phone Number

Menlo Park, California, United States

• Developed a multimodal system for content recognition in videos, targeting specific content not recognizable by standard LLMs.
• Developed pipelines for processing audio, visual, and text data using ASR for audio, contrastive models for caption generation, and advanced filtering techniques for extracting semantic embeddings from video.
• Fine-tuned multiclass Hugging Face transformers, achieving 90% classification accuracy.
• Fine-tuned LLMs and Vision-Language Models (VLMs) for content understanding and enable advanced question answering.
• Built and optimized AI-powered chatbots using Retrieval-Augmented Generation (RAG), vector bases, and embeddings.
• Optimized chatbot performance with a reward model using human feedback (RHLF), advanced prompt engineering (chain-of-thought, prompt chaining), and reranking methods for improved accuracy.

Hyderabad, Telangana, India

• Implemented data-driven preprocessing using Node.js and JavaScript to enhance data accuracy, improving system reliability for field auto-population.
• Optimized an employee portal with data science insights in AngularJS, resulting in a 30% increase in user engagement through performance enhancements.

• Developed data preprocessing tools to organize large, unstructured data, setting the stage for effective model training.
• Built and maintained a predictive time series model to forecast errors from logs, increasing operational efficiency.
• Engineered RESTful APIs and an automated data visualization system to enhance analytics and performance monitoring.

Master'S Degree, Artificial Intelligence

Bachelor Of Technology - Btech, Artificial Intelligence, 8.7 Cgpa

Activities and Societies: Vocalist and senior club member at Astitva : IcfaiTech's official music club.

Intermediate, Mpc, 92.7 Percentage

Class 1-10, Icse, 87.5 Percentage

Activities and Societies: Literary prefect (2016-2017)