blogs
All posts →- Latest postDurable Autonomy in Agentic Systems: Catching Silent Failures
Your agent may finish successfully and still get the work wrong. Durable autonomy is how production systems decide when to proceed, pause, and ask for help.
Read article →
Earlier
All posts →publications
-
AI Teams: The New Blueprint for Enterprise Automation — VentureBeat. Monolithic AI models giving way to multi-agent systems (MAS) for enterprise automation. Teams of specialized AI agents collaborate on complex workflows; humans move to strategic oversight.
-
Beyond the Model: The Real War for AI's Future — The AI Journal. The competitive frontier shifting from model development to control of the AI stack—hardware, inference, data orchestration.
-
How Can Indian Startups Hire the Right Technical Talent — Inc42. Guidance on hiring through networks, targeted outreach, community building, structured evaluation.
press
-
IIIT Hyderabad — Winning Hearts and Awards — From border-town childhood and IIIT with Prof. CV Jawahar and PJN to Flipkart, Hansel.io (acquired), and Redscope.ai—mentors, awards, and the story behind the playbook. -
Entrepreneur India — Humble Beginnings to the AI Frontier — Profile on the journey from Flipkart to Hansel.io to Redscope.ai: rapid iteration, key pivots, and AI-driven sales. -
IBTimes India — From VC-Backed to Bootstrapped: Why This Founder Is Betting Big on AI Agents — Profile on Redscope.ai's bootstrapped approach, the agent-led future of sales, and why deep workflow integration is the real moat for AI startups. -
TechBullion — How Hansel.io Broke the Mobile App Bottleneck — In-depth feature on Hansel.io's journey: the strategic pivot from bug-fixing to empowering product managers, adoption by Paytm and Ola, and acquisition by NetcoreCloud. -
TechCrunch — Hansel raises $4M — Funding announcement for Hansel.io's Series A round. -
Endiya Partners (Medium) — A conversation with Hansel.io — Q&A on runtime feature management and mobile infrastructure. -
CustomerLand — Netcore acquires Hansel.io to create intelligent customer experience cloud — Coverage of the acquisition of Hansel.io by NetcoreCloud.
-
PR Newswire — Hansel launches user drop-off management platform in US market — Press release announcing Hansel.io's US market expansion.
advisory
-
Sectorial Committee Member — SucSEED Indovation Fund — Member of the Fund's Sectorial Committee (SucSEED Indovation Ventures LLP), $32M venture fund, providing sector expertise and guidance on growth-stage, emerging-technology investments. -
Program Committee Reviewer — IFIP SEC 2026 — Program Committee member for IFIP SEC 2026, contributing peer reviews and recommendations for paper selection. -
Resident Mentor — CIE IIIT Hyderabad (DeepTech) — Serving as a Resident Mentor for CIE IIITH DeepTech startups, supporting founder mentoring, structured interventions, and strategic guidance for Seed to Growth stage ventures.
activities
-
Speaker, Building Durable, Long-Running Autonomous Agents — Speaker @ AI Council 2026. San Francisco. Talk on durable execution, durable autonomy, and durable statefulness for resilient agentic systems. Read my reflections → -
Mentor, AI Entrepreneurship class — UC Berkeley Haas School of Business. -
Podcast, From Flipkart Mobile Guy to AI Founder — Candid conversation with Rachit Magon on bootstrapping RedScope.ai: technical architecture, mindset shifts for modern GTM, and lessons from the founder's journey. - Jury Panel, Avishkar Winter Cohort 2025 — CIE IIIT Hyderabad. Pitched across DeepTech, MedTech, MediaTech, and Mobility.
-
Speaker, Power BI & AI Summit 2025 (Microsoft India) — Speaker on "Challenges in Building Agentic Systems" at Microsoft Gurugram. -
Speaker, OpenSearchCon — "Challenges in Building RAG Systems (and solutions using OpenSearch)" at OpenSearchCon India 2025. -
Speaker, CIE-IIITH — "The Startup Pitch Playbook" at CIE IIIT Hyderabad.
education
B.Tech — Computer Science, International Institute of Information Technology (IIIT Hyderabad), June 2009.
High School, DAV College, Chandigarh, June 2005.