Getting Started with AI Development in 2024
·4 min read
AIDevelopmentML
About
Building AI systems and running a probably excessive homelab (8+ Docker containers and counting). Currently obsessed with optimizing RAG architectures for real-world scale that understand financial context; and making autonomous agents that can actually explain their reasoning.
Linux geek who automates everything and lives in the terminal. When I'm not experimenting with models, I'm usually breaking my home server in new ways or debugging Cloudflare tunnels.
Projects
genoshi.io
Status: Done
Building finance-specific RAG systems with compliance controls for the Indian finance sector. Our chatbot, integrated with custom embeddings and security controls, serves dozens of member banks under FEDAI for foreign exchange regulations and compliance.
View Project 
Finance-Specific RAG
Status: Done
Built at 360 ONE - RAG system for mutual fund analysis with custom embeddings.
View Project Hackathons
Inter IIT Tech Meet 12.0
Status: Done
Built a real-time video analytics system for crowd monitoring.
Dec 2023Silver Medal
View Project HackCOG
Status: Done
Created an AI-powered document analysis tool for legal compliance.
Oct 20231st Place
View Project Experience
Co-Founder & CTO @ genoshi.io
Jan 2024 - Present
Building finance-specific RAG systems with compliance controls for the Indian finance sector. Our chatbot, integrated with custom embeddings and security controls, serves dozens of member banks under FEDAI for foreign exchange regulations and compliance.
AI Technology Intern @ 360 ONE
May 2024 - Jul 2024
Built cool stuff for the finance ecosystem - including finance specific RAG through an internal MF mediawiki, proprietary ML recommendations engine for mutual fund relationship managers, and a graph-based tool using sentiment analysis to analyse Salesforce tickets.
Education
Bachelor of Technology - Electrical Engineering (minor in Computer Science)
Indian Institute of Technology, Delhi • 2022 - 2026
Started in Industrial Engineering, but my passion for systems and electronics led me to secure a department change to Electrical Engineering by being in the top 10% of my batch. Currently exploring the intersection of hardware and software, especially in AI systems and embedded computing.
High School
Ryan International School, Navi Mumbai • 2010 - 2022
My journey into tech started with video games - wanting to build my own games led me to explore programming and software development. Qualified the prestigious KVPY examination. Developed a strong foundation in mathematics and physics, which later fueled my engineering aspirations.
Activities & Leadership
Chief Editor / Board for Student Publications, IIT Delhi
May 2024 - Present · 10 mos
Managed a team of 25+ designers for over 7 projects. Overhauled the BSP website. Managed team, curated content for and led the Elemental sci-tech magazine project. Organized Literati, the annual literature and arts festival of IIT Delhi.
Coordinator / DevClub IIT Delhi
Jul 2024 - Present · 8 mos
Built projects for campus. Conducted 7+ hackathons. Managed a team of 20+ developers. Led the Spark cohort project to teach fullstack development.