Looks like you have JavaScript disabled. For the full Twine experience, you will need to re-enable it.

I am a data analyst turned AI architect with 5+ years of experience building production systems across analytics, ML, and autonomous AI. I designed and deployed Aubos.ai — a full Autonomous Business Operating System running 400+ active AI agents, delivering 100x faster execution and 90% cost reduction versus traditional teams. I currently operate the platform in production, where it has eliminated $450K+ in annual overhead with zero ops headcount. My core expertise includes agentic AI orchestration, RAG pipeline engineering, multi-model routing, LLM fine-tuning, and generative media automation.…I am a data analyst turned AI architect with 5+ years of experience building production systems across analytics, ML, and autonomous AI. I designed and deployed Aubos.ai — a full Autonomous Business Operating System running 400+ active AI agents, delivering 100x faster execution and 90% cost reduction versus traditional teams. I currently operate the platform in production, where it has eliminated $450K+ in annual overhead with zero ops headcount. My core expertise includes agentic AI orchestration, RAG pipeline engineering, multi-model routing, LLM fine-tuning, and generative media automation.

Vaibhav Salonia

Architect, Data Scientist, AI Engineer, +2





I am a data analyst turned AI architect with 5+ years of experience building production systems across analytics, ML, and autonomous AI. I designed and deployed Aubos.ai — a full Autonomous Business Operating System running 400+ active AI agents, delivering 100x faster execution and 90% cost reduction versus traditional teams. I currently operate the platform in production, where it has eliminated $450K+ in annual overhead with zero ops headcount. My core expertise includes agentic AI orchestration, RAG pipeline engineering, multi-model routing, LLM fine-tuning, and generative media automation.…I am a data analyst turned AI architect with 5+ years of experience building production systems across analytics, ML, and autonomous AI. I designed and deployed Aubos.ai — a full Autonomous Business Operating System running 400+ active AI agents, delivering 100x faster execution and 90% cost reduction versus traditional teams. I currently operate the platform in production, where it has eliminated $450K+ in annual overhead with zero ops headcount. My core expertise includes agentic AI orchestration, RAG pipeline engineering, multi-model routing, LLM fine-tuning, and generative media automation.

Available to hire

I am a data analyst turned AI architect with 5+ years of experience building production systems across analytics, ML, and autonomous AI. I designed and deployed Aubos.ai — a full Autonomous Business Operating System running 400+ active AI agents, delivering 100x faster execution and 90% cost reduction versus traditional teams.
I currently operate the platform in production, where it has eliminated $450K+ in annual overhead with zero ops headcount. My core expertise includes agentic AI orchestration, RAG pipeline engineering, multi-model routing, LLM fine-tuning, and generative media automation.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

English

Fluent

Work Experience

Chief Technology Officer (CTO) at EM Devices dba DrinGIO Tech

June 1, 2025 - Present

Architected a 400+ agent fully autonomous AI ecosystem that eliminated traditional ops team overhead, reducing annual OpEx by $450K+ (85%), while accelerating output velocity by 10x across all business functions. Built a centralized Model Context Pro to maintain state across distributed agents for complex, multi-turn decision making; engineered high-throughput RAG pipelines with vector data stores to ground LLMs in company data and reduce hallucinations. Developed a proprietary Model Router that dynamically dispatches tasks to optimal models across DeepSeek, Grok, Gemini, Claude, and OpenAI for instruction following while controlling costs. Created a Generative Content Engine: automated video production pipelines and a fine-tuned image system producing 200+ brand-consistent content pieces per month with zero human touch points. Deployed self-optimizing systems with autonomous marketing agents that self-heal and adjust creative direction. Achieved sub-100ms AI agent response times via R

Data Analytics & ML Intern at HP Inc.

July 1, 2024 - September 30, 2024

Audited 150+ SKUs for cost and margin optimization; delivered data-backed insights that reshaped product road map and pricing strategy, identifying $1M+ in addressable revenue opportunity. Deployed Gradient Boosting models for competitive market analysis across 8 global regions, achieving 95% insight accuracy to support targeted go-to-market decisions.

Senior Data Analyst at Pacific Global, Inc.

October 1, 2022 - August 31, 2023

Pipeline Automation: Automated 80% of ETL processes via Apache Airflow and implemented Spark Streaming for 300K+ events/sec, significantly increasing data availability and reducing manual error rates. Performance Engineering: Engineered multi-layered Spark architectures (AQE, Broadcast joins) that reduced memory usage by 20% and boosted query performance by 60% at scale.

Executive Data Analyst at EPROSIGN Technical Solution Pvt Ltd

April 1, 2019 - September 30, 2022

Automation at Scale: Automated 95% of recurring ETL jobs using Python and Airflow, saving 80+ hours/month and reducing reporting time by 50% and pipeline failures by 70%. Infrastructure Optimization: Slashed SQL query costs by 40% and improved dashboard responsiveness through denormalized views, materialized views, and time-series forecasting models.