Fiery (Jan, 2026 - Current)
AI Engineering Intern (RAG + LLM Systems)
Working on a RAG + LLM system for help.fiery.com, creating an AI helper that answers questions across all Fiery products.
Yashas Nadig
Machine Learning & Data Science Enthusiast
4th year student at MSRUAS, studying B.Tech in Ai/ML. Love everything related to ML.
Experience
Siemens (Aug, 2025 - Nov, 2025)
Research Intern
Architected a multi-agent AI system for automated Angular UI generation using specialized LLMs with Human-in-the-Loop feedback. Developed a validation framework with code analysis and RAG to ensure enterprise design compliance and accessibility.
Research & Papers
Machine Learning-Based Automated Classification of SDG Alignment in Indian Sustainability Startups
Towards Scalable SDG Classification of Startups using Machine Learning and Large Language Models
Synergizing Innovation: Mapping Sustainability Startup Clusters
Analysis of Support Systems and Challenges in Deep Tech Startups: A Multi-Criteria Decision Making Approach to Revenue Growth Impact
Blog Posts
So, how do we create loss functions?
A blog on loss functions and how can you create your own..
Writing OCR from Scratch... without Neural Networks
My experience on Mathematical Morphology
Wrong Intuition
About how my intuition was wrong..
Projects
ShareML ⚡
Share Machine Learning models as colorful barcodes. Encodes entire models into "JabCode" symbols (colored 2D barcodes). Snap a picture, scan it, and load the trained model instantly offline. Features high-density storage (~3x QR codes), custom micro-compression, and quantization support.
Cric2Vec: Deep Player Representations in Cricket
Applies NLP's distributional hypothesis to cricket to learn dense vector representations for players, capturing latent traits like "playing style" and "matchup compatibility". Features IPL + WPL data, context-aware V2 model, and an interactive web playground for simulating matchups.
Ofts-Cli
OFTS (Open Fotos Tagging System) is a powerful, open-source photo management platform designed to help you organize and rediscover your memories.
Works
Placement Analysis
Comprehensive analysis of placement statistics, trends, and insights to help understand recruitment patterns and outcomes.
Finding Point Estimate
Interactive demo for the statistical game described in Chapter 3 from Statistical Rethinking, exploring Bayesian inference concepts.
Insights from Failed Orders
These are some insights from failed taxi orders by users of Gett app in UK.
Contact
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