SATHWIK KUMAR

About

Computer Science graduate specializing in AI & Machine Learning with hands-on experience building LLM-powered applications, RAG pipelines, and computer vision models in Python and TensorFlow. Known for taking projects from prototype to product and for collaborative, problem-solving leadership.

Experience

• Techfest Coordinator
  2025 – 2025

  Led event planning and coordinated a 20+ member volunteer team for the college's annual technical festival.

Education

• B.Tech in Computer Science & Engineering (AI & ML)
  Nalla Malla Reddy Engineering College · JNTUH
  Computer Science & Engineering (AI & ML) · 2022 – 2026
• Class 12
  Kendriya Vidyalaya No. 1, Uppal
  2022
• Class 10
  Kendriya Vidyalaya No. 1, Uppal
  2020

Skills

Tools / apps / platforms

Languages

Projects

• AI Email Reply Assistant
  LLM

  Built an LLM-powered tool that generates professional, context-aware email drafts, reducing estimated manual drafting time by 40%. Implemented 3 selectable tone modes (Formal, Friendly, Neutral) to broaden usability across professional contexts.

• AI Student Study Assistant
  Groq API, Streamlit

  Integrated the Groq API for low-latency LLM inference, delivering real-time academic Q&A responses in under 1 second. Built and shipped a Streamlit-based UI, piloted with an estimated 50 student users for exam preparation support.

• HueMate — AI-Powered Fashion Advisor
  TensorFlow, CNN, HTML, CSS, JavaScript

  Engineered a Convolutional Neural Network to classify skin tone from user images, reaching an estimated 90% classification accuracy on a curated dataset of ~1,000 images. Built a responsive frontend that returns personalized color-palette recommendations in under 2 seconds per request.

• Mental Health Support Chatbot
  LLM, RAG, Python

  Designed and fine-tuned an LLM-based conversational chatbot using Retrieval-Augmented Generation (RAG), improving response relevance and empathy scores by an estimated 30% over the un-tuned baseline model. Built a dynamic, explainable-AI-enabled UI to surface model reasoning, increasing user trust and transparency; achieved an estimated 85% positive feedback rate in informal user testing.

Courses & certifications

• Agile Project Management · Google / Coursera · 2026
• Google Project Management Professional Certificate · Coursera

🏆 Achievements & awards

• National-Level Winner — AICTE IDE Bootcamp, Phase 2, Edition III · 2026

  Won for MindMorph.

⚽ Extracurricular activities

• Techfest Coordinator

  Led event planning and coordinated a 20+ member volunteer team for the college's annual technical festival.

🎯 Hobbies & interests

• Content Creation
• Video Editing
• Technical Product Management
• Fitness
• Health
• Reading Books
• Arts and Craft