Naad Dantale
Naad Dantale
→ builder @ sparkonomy
→ agentic infra · scalable systems
→ building since 2022

About · Naad Dantale

I’m Naad Dantale. I’m a software and ML engineer, and a builder at Sparkonomy.

The bottleneck was never the code. I’ve been building long enough to know this. I started pulling electronics apart after 10th grade, taught myself Python and Swift in college, and went deep into AI and machine learning from there.

At Manipal University Jaipur — where I’m finishing a B.Tech in Computer Science (2022–2026) — I co-founded StepNex Technologies with Priyansh, building ERP software for real businesses. Client negotiations, production fires, and managing talent taught me more than any classroom could. Today I’m a founding engineer at Sparkonomy, building the agentic layer underneath the creator economy: AI agents and the systems around them that understand creator identity at depth and take the admin work — payments, invoices, brand deals — off creators’ plates so they can focus on their craft.

Along the way I’ve built across AI and data teams: at Viridium.AI I built document-ingestion and analysis services with Python and LangChain (lifting analysis accuracy from 75% to 89%); at Smollan I shipped LLM-based analytics and a RAG solution with Google for enterprise retrieval; and at Constituents AI I built backend systems including an RFID logistics platform and AI-powered tools. I also co-authored research on Sparse Mixture-of-Experts LLMs for efficient ICD code prediction in clinical outcome modeling.

The way I work: I write code that makes sense, not just code that works, and I build for coherence over velocity. I think the interesting questions in software start after you think you’re done.

Outside of building, I run marathons, rock climb, and trek in the Himalayas — not as a metaphor for anything, but because they teach the same lesson building does: the interesting part starts after you think you’re finished.

Honors & awards

  • 2nd place — ACM SIGFEST Datathon
  • Runners-Up — Line Following Robot Competition
  • 6th place — Vedanta Pink City Half Marathon (21K)
  • 3rd place — Innovision Ideaton
  • Student Excellence Award

Languages

  • Marathi (native)
  • Hindi (full professional)
  • English (full professional)
  • French (elementary)
  • Chinese (elementary)

FAQ

Frequently asked

Who is Naad Dantale?
Naad Dantale is a software and machine learning engineer and a founding engineer at Sparkonomy, where he builds the agentic layer underneath the creator economy. He previously co-founded Stepnex Technologies, a SaaS startup building ERP solutions.
What does Naad Dantale build?
His work spans software engineering, machine learning, AI agents, and full-stack web development. At Sparkonomy he builds AI agents that handle the admin work — payments, invoices, brand deals — so creators can focus on their craft.
What are Naad Dantale’s views on AI?
He writes regularly about AI: that coding agents matter less for making individuals faster and more for helping organizations externalize what they know, that AI’s real customers are developers rather than chatbot users, and that the next frontier is cheap context unlocking products that couldn’t exist before.
What are Naad Dantale’s interests outside of work?
Outside of building software he is an avid runner, rock climber, and mountaineering enthusiast.