Forward-deployed AI
Sandeep Kumar
Co-founder and CTO
Sandeep Kumar
Co-founder and CTO
Forward-deployed AI
Sandeep has spent twenty years shipping enterprise software, founded several startups, and works as a forward-deployed AI engineer: in the code, in the clusters, inside the customer's environment rather than at a distance. His work is multi-step agent pipelines, MCP-based tooling, retrieval systems and text-to-SQL over live enterprise data, with guardrails, golden-question suites, human checkpoints and audit logs run as the exit criteria for going live. Finance is home ground: variance engines, reporting pipelines, star-schema models and warehouses. Multi-model by default across Claude, OpenAI, Gemini and Bedrock, Kubernetes underneath, owned end to end. Available for on-site work in the US.
Hours · Tuesday to Thursday, 8:00 to 12:00 ET
LinkedIn ↗What Sandeep works on
- Deployed AI
- Finance Operations Agents
- Finance operating system case
Articles by Sandeep · 10
- Why Speed Beats Design Trends for Business Websites
- How to Make Your Website Readable by AI
- What a Business Website Is For When AI Answers First
- Headless CMS vs Traditional CMS: An Honest Comparison
- Custom Website vs WordPress: How to Choose
- Scalable Website Architecture for Growing Businesses
- The Web Stack We Build On, and Why
- How to Structure a Manufacturing Website for RFQs and Catalogs
- Shopify vs WooCommerce for Indian D2C Brands
- Why Property Campaign Landing Pages Should Be Plain HTML
The rest of the studio
Talk
Talk to Sandeep, or message us.
- Hours
- IST 10:00 to 19:00, Monday to Saturday. Calls in ET, GST and AEST, arranged on WhatsApp.
- Where we work
- Gurugram, with call hours in ET, GST and AEST.
- Free written teardown
- No call. Delivered in writing in 48 hours.