Open to opportunities

Vidya User

@vidyauser1

Message

I build production AI products, agents, RAG systems, and scalable ML infrastructure.

India

Message

What I'm looking for

I'm looking for roles that blend technical depth, strategic thinking, and execution focus, where I can build 0-to-1 AI products and evaluate product, business-model, and technical feasibility.

I've built AI products from concept to MVP at Byte and delivered production GenAI capabilities at Contentstack, including RAG-as-a-Service, LLM-based content entries, and an automated retrieval system processing over 500K queries. My work spans ML/NLP search with up to 95% retrieval accuracy, image metadata automation with approximately $250K business impact, and cloud-agnostic AI/ML infrastructure across AWS, Azure, and GCP.

I'm an AI/ML engineer and former co-founder who enjoys taking 0-to-1 products from technical feasibility through execution. I build with LLMs, prompt engineering, AI agents, MLOps, Kubernetes, KServe, and retrieval systems, while bringing a startup-minded perspective to product and business-model evaluation.

Experience

Work history, roles, and key accomplishments

AI/ML Engineer I

Contentstack

Oct 2024 - Apr 2026 (1 year 6 months)

Developed ML-based pipelines for image metadata generation and optimized search algorithms, achieving up to 95% retrieval accuracy. Implemented GenAI features including RAG-as-a-Service and automated content retrieval systems.

Machine Learning NLP Algorithms RAG LLM Prompt Engineering GenAI Python

Co-Founder

Byte

Sep 2025 - Mar 2026 (6 months)

Founded and led technology strategy for Byte, a unified control plane for AI/ML infrastructure, building the product from concept to MVP. Designed cloud-agnostic architecture and developed MLOps workflows using Kubernetes and KServe.

Kubernetes KServe AWS Azure GCP MLOps Cloud Architecture

AI/ML Engineer I

CreateBytes

Jul 2024 - Oct 2024 (3 months)

Developed a pipeline for generating knowledge graph triples from unstructured text using NLP techniques and LLM prompting. Designed multi-step approaches with models like Phi3, LLaMA 70B, and Claude.

Knowledge Graphs NLP LLM Prompt Engineering Python Ontology

Technology Consultant

Accenture

Jun 2023 - Jul 2023 (1 month)

Built and optimized machine learning models for sales prediction, achieving 95% accuracy. Implemented GAN-based demand forecasting and statistical models for marketing budget forecasting.

Machine Learning Gan Statistical Modeling Forecasting Python