Rajesh Kolachana

Co-Founder

Seattle, WA, United States10 yrs 10 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Over 11 years of experience in machine learning engineering.
  • Designed ML systems serving over 100K daily users.
  • Published research on applied ML in quantitative finance.
Stackforce AI infers this person is a Fintech and SaaS expert with a strong focus on AI and ML solutions.

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Skills

Core Skills

Machine LearningAi StrategyData Science

Other Skills

ML pipeline architectureAI agent developmentML/AI strategy advisoryPythonData AnalysisBusiness Data ManagementCustomer Relationship Management (CRM)Extract, Transform, Load (ETL)Predictive AnalyticsStructural EngineeringCivil EngineeringStructural AnalysisReinforced ConcreteMySQLHadoop

About

Your business has complex problems that AI could solve. But most solutions are either too academic or too shallow to create real impact.I help companies build full-scale AI & ML solutions that actually deliver business value.Over 11 years as a machine learning engineer, I've built end-to-end ML systems that serve millions of users, deployed models that process terabytes of data daily, and architected AI agent systems that orchestrate complex workflows. Not just research — systems that work under real-world pressure.Through Koovis AI, I now help startups and mid-market companies build comprehensive ML infrastructure:→ ML pipeline architecture (data ingestion to model serving to monitoring) → AI agent development (RAG systems, LLM orchestration, multi-model workflows)→ ML/AI strategy advisory (roadmaps, use-case prioritization, build-vs-buy analysis)Recent work includes WealthPilot (regime-aware quantitative trading system) and Jarvis (multi-agent AI assistant with domain-specific routing). I publish research on applied ML in quantitative finance and speak at industry conferences about production ML best practices.The AI hype is loud, but building systems that actually work requires deep engineering discipline. That's what I bring.Ready to solve your complex business problems with AI? Let's talk: hello@koovis.ai

Experience

Koovis ai

Founder & Chief Scientist

May 2025Present · 10 mos · Remote

  • Building comprehensive AI/ML solutions for startups and mid-market companies facing complex business challenges.
  • Koovis AI specializes in:
  • ML pipeline architecture & deployment — designing complete systems that scale from data ingestion to business impact
  • AI agent development — building RAG systems and LLM-orchestrated applications that solve real business problems
  • ML/AI strategy advisory — creating roadmaps for leadership teams navigating AI adoption decisions
  • Current products:
  • WealthPilot: Regime-aware quantitative portfolio management system processing Indian equity market data with ML-driven risk models
  • Koovis: Multi-agent AI assistant infrastructure with domain-specific routing and tool orchestration
  • Key achievements:
  • Designed and deployed ML systems serving 100K+ daily users in previous roles
  • Published research on applied ML in quantitative finance (SSRN)
  • Built production pipelines processing 10TB+ financial data daily
  • Architected AI agent systems handling complex multi-step workflows
  • Serving global clients from Hyderabad, with focus on US startups (Series A-C) and enterprises exploring AI adoption.
ML pipeline architectureAI agent developmentML/AI strategy advisoryPythonMachine LearningData Science+1

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Education

Indian Institute of Science (IISc)

Master's Degree

Jan 2012Jan 2014

Indian Institute of Technology, Roorkee

B.Tech

Jan 2006Jan 2010

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