Namitha S

Full Stack Developer

Summary

Aspiring technology professional with a strong foundation in AI and web development, focused on enhancing model performance and efficiency while fostering educational initiatives.

Experience

LLM Engineer Intern

Feb 2024 – Apr 2024

Onepane

Researched LSTM networks and LLM distillation to optimize model performance and efficiency. Implemented and tested zero-shot and intent classification algorithms with DistilBERT, enhancing model capabilities. Conducted R&D on GuardrailsAI for secure LLM operation in production.

Learning Initiatives Intern

Sep 2023 – Mar 2024

TinkerHub

Led Tech Study Jams impacting 50 students per cohort, fostering professional connections and screening over 150 registrants for high engagement and learning efficiency.

Projects

DocReader

S6

Tool for analyzing and comprehending BTech KTU notes using LLMs, providing in-depth summaries and generating question-and-answer.

Langchain · ChromaDB · Quantised LLM models · Sentence Transformers

Mindmap Generator

Platform designed to extract keywords from user-input text and visualize them in a network graph.

BERT · NLTK · Flask · Matplotlib

WebCapture

Platform designed to extract keywords from user-input text and visualize them in a network graph.

HTML · TailwindCSS · JavaScript

Skills

Python, C, Java, HTML, CSS, JavaScript, Flask, LLM, NLP libraries and Transformers, ReactJS, MySQL, ChromaDB

Education

LBS Institute of Technology for Women

2021 – 2025

Bachelor of Technology in Computer Science

Kendriya Vidyalaya

2021

XII