Experience

Two years of shipping AI systems into production, plus the teaching work that ran alongside it.

202420252026

Retrieval & dataAtlasml.aiAI/ML Engineer, April 2026 - Present
Models & agentsCybercom CreationAI/ML Engineer, Jan 2026 - March 2026
Web & toolsSampaarsh TechnologiesSoftware Engineer, August 2024 - October 2025
Web & toolsDarshan UniversityTeaching Assistant (during undergraduation), December 2023 - September 2025

April 2026 - Present

Architecting a scalable multi-tenant AI platform with Retrieval-Augmented Generation (RAG), vector databases, agentic orchestration, memory systems, and tool integrations for intelligent workflows.
Built a natural language to SQL (NL-SQL) engine capable of querying 20+ heterogeneous databases and thousands of tables with schema-aware reasoning and optimized query generation.
Fine-tuned a Vision Language Model (VLM) using LoRA for automated cement warehouse inventory monitoring, enabling stock tracking, anomaly detection, and theft prevention.

Jan 2026 - March 2026

Developed and deployed AI solutions for the live Gujarat real estate platform (RERA).
Built production-grade intelligent systems using Retrieval Augmented Generation (RAG) architectures.
Designed Agentic AI workflows integrating LLMs, vector databases, and real-time data pipelines.
Implemented full lifecycle ML deployment including model development, evaluation, and production integration.

August 2024 - October 2025

Developed scalable web applications using React (Vite), Node.js, and MySQL with Agile/Scrum methodologies.
Worked on diamond cutting & testing tools to ensure high-quality releases using C++ frameworks like Qt, deployed with AWS on Linux environments.

December 2023 - September 2025

During semesters 4 and 5, acted as a Teaching Assistant for the 'Web Development' course, supporting students with HTML, CSS, JavaScript, React, Node.js, Express, and MongoDB.
In semesters 6 and 7, instructed undergraduate students in graph theory, data structures and algorithms, computer networks and machine learning, providing guidance on practical applications and problem-solving techniques.
Graduated more than 500 students to date.

What came out of it

Retrieval & data2026 - present, at Atlasml.ai
Multi-Tenant AI Analytics & Agentic Platform
An enterprise multi-agent platform that turns natural language into validated SQL across 20+ heterogeneous databases, with self-healing queries and secure multi-tenant isolation.
Web & tools2025
Aliveicon - Animated Icons Library
An open-source animated icon library with 1200+ ready-to-use icons for React, Vite and Next.js, built on Framer Motion and Tailwind CSS.
Web & tools2025
CyberXplained
An interactive cybersecurity learning platform with live command execution, attack simulations and a real-time encryption demo.
Web & tools2025
Rajwadi Poshak
An AI-powered fashion e-commerce platform with smart recommendations and personalized styling, which took 1st place at a hackathon.
Web & tools2025
The DevEchelons
A competitive programming platform with a custom in-browser code editor where students solve problems and collaborate on challenges.
Web & tools2024
The Academia Hub
A student platform for skill certification and peer connection over chat and video calls, built at a national-level hackathon and placed 1st.