---
title: "Rohit K - Director-Solution Architect in India | Tal"
description: "Meet Rohit K, Head-Generative AI Architect & Engineering Leader | LLM · RAG · Multi-Agent Systems | Scaling AI from PoC to Production | 22+ yrs | based in India. AI stack includes cursor and claudecode."
image: "https://tal.club/meet/rohit-k/share-image"
---

# Rohit K on Tal

## Headline

Head\-Generative AI Architect & Engineering Leader \| LLM · RAG · Multi\-Agent Systems \| Scaling AI from PoC to Production \| 22\+ yrs \|

## About

Director of AI Engineering & Enterprise Architect I operate at the intersection of strategy and deep engineering\. With \~22 years of experience, I specialize in transforming legacy enterprise systems into cloud\-native, AI\-driven platforms\. Core Focus: AI & Agentic Systems: Architecting autonomous multi\-agent systems \(LangGraph\) and AI platforms for decision intelligence, automation, and real\-time insights\. Enterprise Scale Platforms: Delivering high\-performance, compliant, and scalable data platforms across complex, regulated and non\-regulated environments\. Technical Strategy: Leading high\-impact AI and data engineering teams to define architecture, governance, and delivery standards for large\-scale enterprise ecosystems\. Current Mission: Leading large\-scale platform modernization\-evolving legacy monoliths into microservices\-based, AI\-first architectures enabling intelligent workflows, automation, and scalable digital ecosystems\.

## Location

India

## AI stack

cursor

claudecode

## Work experience

Director\-Solution Architect at Gentell, Mar 2025 \- Present · 1 yr 6 mos, Remote, Driving the company’s AI\-first and cloud\-native transformation agenda, shaping digital health platforms that process over 10 million interactions and 50 TB of data\. Operating at director\-level scope to align architecture, delivery, and enterprise strategy\. Architectural Modernization: Transitioning legacy \.NET \+ SQL ecosystems to modular, event\-driven Azure architectures with Redis Cache and automated observability, improving reliability 40 % and cutting incidents 60 %\. AI Product Innovation: Built a generative\-AI recommendation engine leveraging Azure ML \+ Snowflake Marketplace, trained on 2 million records to boost clinical decision accuracy 35 %\. Knowledge Automation: Integrated OpenAI GPT \+ Azure Cognitive Search to deliver contextual assistance across SOPs, reducing query latency 70 %\. MLOps & Governance: Deployed 25 governed LLMs through Azure DevOps pipelines using SFT and RLHF, embedding HIPAA\-grade security and IaC via Bicep / Terraform\. Delivery Leadership: Led cross\-functional teams across Next\.js, \.NET, and Python; tripled release cadence and aligned architecture KPIs with business outcomes\.

Director\- Architect, Lead Data at Quest Diagnostics, 2025 \- 2025 · Less than a year, On\-site, Led a strategic migration from Snowflake to GCP to establish an AI\-native foundation for predictive and generative workloads\. Defined enterprise architecture vision enabling scalable model training, deployment, and retrieval\-augmented intelligence\. Designed BigQuery \+ Vertex AI ecosystem with LangChain orchestration for real\-time inference and continuous learning\. Embedded contextual RAG and Vector DB architectures enabling semantic retrieval and summarization\. Implemented full\-cycle MLOps with lineage, drift detection, and bias monitoring; achieved 45 % latency reduction and 30 % cost savings\. Enabled self\-learning analytics capability, accelerating data\-science experimentation 60 %\.

Technical Architect at NeST Digital, 2024 \- 2025 · 1 yr, Remote, Orchestrated cross\-industry AI innovation across healthcare, finance, and entertainment, delivering production\-grade generative and multimodal solutions\. Product Development: Created bespoke GenAI applications combining NLP, computer vision, and speech, automating complex processes and enhancing engagement\. Scalable AI Delivery: Optimized ML pipelines across Azure, AWS, and GCP; introduced model\-monitoring and A/B testing frameworks for reliability\. Responsible AI Governance: Established enterprise\-wide Ethical AI policy with privacy, transparency, and audit controls\. Knowledge Evangelism: Mentored data\-science teams, authored technical white papers, and represented the organization at AI industry forums\.

Associate Director & Cloud Data Architect \- AI Platform Modernization at Conneqt Digital, 2022 \- 2024 · 2 yrs, Remote, Designed decentralized data architectures for Data Mesh adoption with domain ownership and governance\(Azure\) Led migration from Snowflake to GCP, embedding Vertex AI and BigQuery ML for predictive and GenAI use cases\. Delivered executive presentations and proofs of value demonstrating ROI from AI\-driven modernization\.

Principal Architect at Wipro, 2018 \- 2022 · 4 yrs, Bengaluru, Karnataka, India, Product Owner for Cloud Data Warehouse Readiness Solution \(CDRS\) driving data migration and governance at scale\. Architected multi\-cloud data modernization \(AWS, Azure, GCP\) and Analytics\-as\-a\-Service offerings\. Directed pre\-sales and GTM strategy for AI and data platform solutions\.

## Education

Bachelor of Technology \(B\.Tech\.\), Computer Science, Guru Gobind Singh Indraprastha University

[View the original profile](https://tal.club/meet/rohit-k)

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