Enterprise AI • Agentic Systems • Platform Modernization
Sr. Director - Tredence Inc. | Enterprise AI Architect | Agentic AI & Platform Leadership
Strategic AI Enterprise Architect and Engineering Leader with 15 years of experience driving enterprise-scale AI product engineering, platform modernization, and GenAI adoption. Builder-first leader who stays hands-on in architecture and execution, specializing in agentic AI ecosystems, multi-agent workflows, real-time systems, and translating research into production-grade platforms with measurable revenue impact.
Technical Architecture • Platform Engineering • Hands-On Leadership
Designing and operationalizing agentic AI ecosystems with multi-agent workflows, LangGraph/LangChain orchestration, and human-in-the-loop governance. Building systems that extend beyond automation into reasoning, decision support, and adaptive learning for Fortune 500 enterprises.
Hands-on technical leader who stays deeply involved in architecture and execution. Building production-grade platforms including Milkyway (Agentic AI), Maestro (Big Data), atom.ai (ML Platform), and real-time streaming systems with focus on latency optimization and SLOs.
Translating AI research and experimentation into production-grade platforms with measurable revenue impact. Front-ending GTM, PoC leadership, and C-level communication while building scalable engineering teams and owning delivery roadmaps.
Technical Excellence • Platform Architecture • Enterprise Impact
Architected Big Data automation platform enabling single-click provisioning and onboarding 15+ supply chain applications, replacing legacy Palantir ecosystem with significant cost optimization.
Built and scaled enterprise-grade deep research agentic AI analytics platform with multi-agent orchestration, LangGraph workflows, and HITL governance for Fortune 500 clients.
Architected repeatable AI-powered solutioning framework (automated proposal generation, effort estimation, delivery accelerators) scaling Digital Engineering presales and driving growth.
Developed and commercialized Cloudi observability platform and Databricks Unity Catalog accelerator, generating recurring revenue through modernization engagements.
Delivered customer-facing GenAI solutions (Knowledge Bot, LLM BI, Platform accelerators) enabling GTM through demos, PoCs, and executive storytelling.
Designed real-time digital out-of-home auction/bidding system (stealth side project) focusing on low-latency decisioning, event-driven architecture, and auditable event trails.
Enterprise-Grade • Production-Ready • Scalable
Agentic AI • LangGraph • HITL Governance
Enterprise-grade deep research agentic AI analytics platform enabling multi-agent orchestration, planning, tool-use, memory, and evaluation with human-in-the-loop safety.
Azure • Databricks • Automation • Microservices
Big data platform automation enabling one-click cloud infrastructure provisioning and automated pipeline orchestration. Replaced legacy Palantir with modern architecture, delivering significant cost optimization.
GenAI Platform • Self-Serve • ML Lifecycle
Architected self-serve Data & AI platform enabling co-innovation and full lifecycle ML solutions. Technical foundation for innovation lab capabilities and ML democratization.
FinOps • Cloud Optimization • Intelligence
Intelligent FinOps accelerator providing cloud cost optimization and observability. Commercialized platform generating recurring revenue through automated optimization and governance recommendations.
RAG • GraphRAG • LLM BI • Redis • Vector DB
Comprehensive GenAI solutions including Knowledge Bot, LLM BI, Redis Text2SQL, SQL Eval Framework, and GraphRAG/TAG systems for accuracy and cost optimization.
GenAI • Automated Solutioning • RFP Automation
Repeatable AI-powered framework for automated proposal generation, effort estimation, reference architectures, and delivery accelerators. Scaling Digital Engineering presales and driving measurable growth impact.
Real-Time • Event-Driven • Low-Latency • Streaming
Digital out-of-home auction/bidding system (stealth side project) with event-driven architecture, SSE streaming, p95/p99 latency optimization, and auditable event trails for real-time decisioning.
Databricks • Unity Catalog • Feathr • Feature Store
Unity Catalog accelerators and Feature Store (Feathr) in collaboration with Microsoft & LinkedIn. Driving revenue through enterprise modernization engagements and production ML enablement.
15 Years Professional Experience • Global Fortune 500 • Enterprise Scale
Sr. Director – Digital Engineering Practice Leadership | Innovation Studio
Senior Platform Architect – Full Stack | Azure Data Platform
Consultant – Full Stack Lead | Marketo Product Developer
Senior Software Engineer – Software Library Management (IST)
Software Engineer – e-Commerce, Supply Chain Analytics
Lead Technical Consultant
UPSC Civil Services Preparation
Prepared for UPSC focusing on Public Administration and Psychology. Strengthened structured problem-solving and leadership foundations applied in subsequent technical leadership roles.
Systems Engineer
Analytics India Magazine
Presented "Embedding is all you need" to industry practitioners and AI leaders, exploring embedding architectures for search and retrieval systems.
Generative AI Security
Published insights on securing enterprise LLM-based compound systems and GenAI security best practices.
Yobulk (YC Inbound)
Engaged in venture capital-level product pitches and enterprise stakeholder presentations for GenAI platforms.
Architecture & Transformation
Led executive workshops and architecture reviews for Fortune 500 clients across AI, data modernization, and platform engineering.
Organization-wide Enablement
Structured and led company-wide GenAI Solution Architect program, enabling employees for emerging AI opportunities.
Open to speaking engagements on enterprise AI transformation, agentic systems, platform architecture, and digital engineering strategy. Available for advisory, consulting, and leadership opportunities with forward-thinking organizations.