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What I did, and what changed.

Five cases, then the chronological path, then the shorter public prototypes, decks, and ventures.

Filter by focus · Each case includes a note on its sources

From 2015 to now.

2025 — 2026

International MBA · Technology Impact Scholar

Building now

I came to IE to broaden my judgement beyond engineering. Alongside the MBA, I have built ventures, led student communities, and contributed to life across the school.

  • I serve as President of the IE Aerospace & Defence Club and IE Music Club, and as Vice President for Events of the IE Entrepreneurship Club.
  • I was honoured to receive the IE Blue Torch Award for contributing across programmes and communities.
  • I used my time in Spain to build TrackSense AI, Weave, and Loco Dhaasu with classmates and collaborators.
  • TrackSense was ranked first among 75+ ventures at IE and won Best Pitch at IE Startup Lab.
  • My teams won the IE Tech Venture Lab and first place at the IE Climate Tech Lab for a RecoPGM platinum-group-metals recycling go-to-market.
  • I represented IE at AI-governance hackathons in Berlin and Warsaw.

2026 — PRESENT

AI Lead

Building now

I help early-stage teams decide what to build, where AI is genuinely useful, and how to turn an early idea into something we can ship.

  • I helped build UP-ON.AI, a guided company-building product that combines LLM workflows, retrieval, and adaptive onboarding.
  • I lead opportunity validation, product framing, architecture, and delivery across venture ideas.

2026 — PRESENT

Co-founder & Technical Lead

Building now

I am building TrackSense with a small team to help rail operators spot problems earlier using edge AI and sensor data. My CV records a paid Indian Railways pilot for structural monitoring on the Yamuna crossing in Delhi.

  • I translated railway inspection and maintenance needs into a simple workflow: observe the signal, understand the risk, and let the operator decide.
  • Our team was recognised with Best Overall Project at the IE School of Science & Technology Venture Bootcamp.
  • My CV records a paid Indian Railways pilot for structural monitoring on the Yamuna crossing in Delhi.

2025 — PRESENT

Advisor, safety-critical AI

Building now

I advise teams working on defense-tech and other safety-critical AI on evidence, limits, and who remains accountable when the model is uncertain.

  • I help teams put human review, escalation, and audit trails into the product rather than around it.
  • I do not name clients here. If the work is relevant to a conversation, I will say so directly.

2025 — PRESENT

Founder

Building now

I founded Weave to help international MBA students in Madrid form smaller, more meaningful friendships.

  • I designed the journey from a short questionnaire to carefully matched small-group meetups.
  • I handled the product, partnerships, pricing, and early events myself, learning directly from the people who joined.
  • My CV records more than 500 users and €7,000 in revenue.

2025

Founder

Building now

I founded Guided Ambitions to help veterans and professionals with MBA applications and global career transitions.

  • I built a seven-person team and onboarded more than ten clients in the first months.
  • I designed user journeys and practical tools rather than a generic counselling brochure.

2023 — 2025

Manager — Generative AI & Data Analytics

PwC

At PwC, I helped large North American organisations put AI and automation into day-to-day operations.

  • I helped deliver a conversational AI programme in a 2M+ user environment, with a reported 30% improvement in service efficiency.
  • I helped introduce automated IVR and chatbot testing, cutting release cycles by 50%.
  • I worked on a utilities contact-centre redesign that increased capacity by 40%.
  • I interned first with PwC’s Purpose and Inclusion team as a veteran intern, April to July 2023.

2015 — 2023

Technical Operations, Radiation Safety & Nuclear Assurance

Indian Navy

I served 11 years in the Indian Navy, including the Submarine Service and three years as Senior Operations and Radiation Safety Officer on a nuclear submarine. I remain proud of that time and of the people who trusted me with difficult technical, safety, training, and international responsibilities.

  • I qualified as a Licensed Radiation Safety Officer through India’s Atomic Energy Regulatory Board.
  • I led delivery of a $10M VR training platform that supported more than 5,000 submariners.
  • I led nuclear-risk assurance across 20+ facilities, with no safety incidents during the programme.
  • My team turned more than 120 system parameters into an analytics tool that cut emergency-response time by 50%.
  • I helped oversee the transfer of an asset reported at more than $5B and negotiated $2M in sensor-calibration savings.
  • I replaced legacy submarine communications with SATCOM from a Spanish OEM, and built a MySQL logistics forecast that cut reported wastage by 70%.
  • I received a military commendation for a life-saving ocean rescue of a fellow submariner.

Shorter entries.

Public prototypes, decks, and ventures from my Vercel work. Classroom briefs are labelled as such.

Products and prototypes

Talks and briefs

How would you like to reach me?

You will reach me directly. There is no form, inbox team, or mailing list.

WhatsApp+34 663 462 250Emailsarfarazsingh@student.ie.eduLinkedInSee my profile