Profile Picture

Naman Nanda

B.Tech @ SRM Institute of Science and Technology
Specialization: Computer Science (Artificial Intelligence & Machine Learning)

Location: Chennai, India

My Interests includes:

  • GANs & cGANs – Image generation & transformation
  • Stable Diffusion – Custom fine-tuning for AI-powered creativity
  • LLM's – Optimizing model efficiency for real-world applications
Email LinkedIn GitHub Resume

Experience

Research Intern

Australian National University, Canberra

Upcoming June 2025

  • Researching LLM-based semantic search for astronomy literature using AstroLLaMA.
  • Fine-tuning pre-trained models to improve contextual accuracy and relevance.
  • Developing a tailored framework to enhance information retrieval for researchers.

Software Engineering Intern

Renault Nissan

Nov 2024 - Jan 2025

  • Optimized financial data workflows using Python and SQL, boosting efficiency to 99.9%.
  • Developed automated ETL pipelines, reducing data processing time by 60%.
  • Designed dashboards for real-time analytics, improving decision-making speed.

ML Research Intern

Samsung PRISM

Mar 2024 - Jul 2024

  • Developed GANs and cGANs using Dreambooth’s method, improving image resolution by 512px.
  • Integrated a text-to-image pipeline with LLaMA and Stable Diffusion for better prompt generation.
  • Fine-tuned Stable Diffusion with LoRA, optimizing img-to-img pipelines with efficient GPU usage.

Publications

ViDAS: Vision-based Danger Assessment and Scoring

Pranav G, Advith K, Naman N.

Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP)

Projects

Firewatch

Firewatch - Wildfire Prediction & Monitoring

Developed an AI-powered wildfire prediction model using satellite imagery & LLM-based risk assessment.

Formulary Lens

Formulary Lens - AI-powered Medicare Analytics

Developed a real-time Medicare analytics platform using Tableau & Google Cloud.

HFT-Optima

HFT-Optima - Deep Q-Network for Trading

Built a Deep Q-Network (DQN) for high-frequency trading with real-time market adjustments.

ContextualBridge

ContextualBridge - AI Query Enhancement

Fine-tuned Llama 3 (8B) with quantization & Google TTS API for enterprise search queries.

Skills

Achievements