Sandeep.

Work

Built, shipped, in use.

Seven disciplines.One outcome.

I solve real-world problems with technology and human-centred design: agents, voice and data systems people use.

Product thinking

Start with the decision, not the model.

  • Under development · expected November 2026

    Yaycue

    A brand's social media lives in six tools and one anxious person's head.

    Instagram · Facebook · YouTube

    Fresh batch, out of the kitchen today.

    Approved · a41f 9c07

    Any edit clears approval. It is tied to the exact post.

  • Shipped · Australia

    Becide.ai

    Visit becide.ai Built for Business Avengers

    CFOs wait weeks for answers buried in finance data.

    becide.ai
    Business Avengers and Becide website

  • Product · IIT Mandi HIVE 3.0 finalist shortlist

    Insighter

    Visit insighter.app

    Agents that act are agents that can leak.

    insighter.app
    Insighter website

  • Policy · Cyberabad Police

    Student Mobility Program

    How do 4 lakh students get to school safely?

    528 schools · each square is one

  • Operating model · Consumer food brand

    29-agent marketing studio

    A small team, a brand that needs to show up every day.

    29

  • Voice AI · Blood Warriors

    Voice agents (Veeru)

    Powers Blood Warriors

    A customer calls at midnight. They deserve an answer, and an action.

    Any language · gated on word error rate, p50 and p95 latency

  • Content engines · AI media

    Content pipelines and virtual creators

    Always-on content, without losing the human in the loop.

    1. 01Idea
    2. 02Research
    3. 03Voice
    4. 04Picture
    5. 05Assemble
    6. 06Rules gate
    7. 07Human review
    8. 08Publish
    9. 09Learn

  • Healthcare · Blood Warriors

    The donor & patient platform

    Visit bloodwarriors.in

    Matching blood to thalassemia patients without leaking a single record.

    bloodwarriors.in
    Blood Warriors website

  • Computer vision · Product

    Computer vision product

    Cameras see everything. Teams need the decision.

    Illustrative view

  • Scale · ConveGenius

    Vidya Samiksha Kendra

    Fourteen states, one data layer, a public deadline.

    1 state pilot
    14+ states + NCERT
    50M+ users
    100M users today

    One shared data layer · 28 states + 8 UTs in a 100-day rollout

Content that makes itself

One brief in. A week of campaign out. Run by 29 agents with shared memory.

  1. 01

    Brief

    1 input

  2. 02

    Campaign plan

    growth agents

  3. 03

    Reel script

    content agents

  4. 04

    Shot list

    ops agents

  5. 05

    Design + cut

    ffmpeg pipeline

  6. 06

    Ready to post

    pre-delivery checks

From idea to adopted

Four moves. One thing you can use at the end of each.

  1. 01

    Discover

    Start with the people and the decision worth automating

    you get → Opportunity map

  2. 02

    Design

    Human-centred design: agents, data and guardrails on one page

    you get → Architecture blueprint

  3. 03

    Build

    A thin slice, in production, fast

    you get → Working pilot

  4. 04

    Adopt

    Measure, govern, hand over

    you get → Playbook + metrics

Where it all started

Klair

Klair

From information to a decision, without the slog.

  • Products: Insighter
  • Research labs
  • AI-readiness advisory
Blood Warriors

Blood Warriors

Zero new Thalassemia cases by 2035.

800+
volunteers
5,756
donors
127
families in care

By the numbers

50M+
Learners (EdTech)
13+
Digital products built
4,970
Donations mobilised
800+
Volunteers
127
Families in continuous care

Have an AI problem worth solving?

Let's talk