Case studies / Selected work

The thinking behind the shipping.

In-depth case studies from the intersection of product leadership, engineering depth, and measurable outcomes.

012024

Programme Leadership & Product

Scaling elite engineering talent: from selective cohort to ~13+ LPA average outcome

How I built and manage the ACE Program from scratch at Brototype, establishing tailored technical curricula, operational wings, and ace.brototype.com.

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022024

Product Management & Agile Delivery

Leading cross-functional engineering: 0-to-1 team delivery to ~8.5 LPA fresher placements

Introducing team-based product development at Brototype: leading a cross-functional squad of Web and ML engineers to deliver a complex 0-to-1 product.

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032024

Product & Client Solutions

Client workflow automation: 43-team hackathon with 40% automated review efficiency

Translating complex client operational bottlenecks into an internal innovation hackathon, complete with AI-assisted wireframing and automated PR evaluation.

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042024

Internal Product & AI Automation

Halving admissions operational overhead with automated code & GitHub evaluation

Building an automated submission and AI-driven evaluation platform for the ACE Program, cutting candidate onboarding effort by 50%.

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