Charanjit Bakshi

Work

Seven case studies, one pattern: work handed over as execution that turned out to be a product problem.

Case studyWhat changedResultRelevant to
The £6M Thread PullTurned a small circuit migration into an audit of Vodafone's whole third-party link inventoryOver £6M recurring opexPMTPM
The MacroWatched an engineer write per-site scripts by hand, then automated the parts that never changed20–25 min → under 5 minPM
Huawei out of the CoreMoved core traffic onto Vodafone's own Ciena network and ended the dark-fibre contract£3.6M of the £6MTPM
Vendor incentivesPayment tied to validated completion at each site, agreed directly with the vendor's directorPer-site sign-offPMTPM
Neither Two Weeks Nor Five MonthsCountered an unrealistic two-week deadline with a scoped 2.5-month plan, instead of a flat no2.5 monthsPMTPM
The Light TestAdded a physical end-to-end light test to the migration process, after a circuit that existed in no database failed twiceNew standard stepPMTPM
Poka-YokePaired struggling engineers with an expert and mistake-proofed the process, instead of managing them outRetained, not replacedPMTPM

For product roles

  • The £6M Thread Pull

    Opportunity spotted inside a delivery task, sized, and argued as recurring opex rather than one-off capex.

  • The Macro

    Discovery by watching real work, then separating what varies from what doesn't. The same abstraction behind most automation and AI tooling.

  • Vendor incentives

    Solved with incentives rather than escalation, so the vendor's commercial interest and our delivery needs pointed the same way.

  • Neither Two Weeks Nor Five Months

    A counter-proposal, not a refusal: reframed 'yes or no' into 'what's actually achievable,' backed by a real plan.

  • The Light Test

    The audit behind this programme was verified three ways, and none of them could see a circuit missing from every record. Fixing your own process when reality disagrees with it is rarer than getting it right the first time.

  • Poka-Yoke

    Poka-yoke, mistake-proofing a process so an error becomes structurally hard to make, is the same instinct behind good product design: don't rely on people to be perfect, design so mistakes are hard to make.

For programme roles

  • The £6M Thread Pull

    Thousands of circuits, a team of 9, three-way verification and a rollback plan on every change.

  • Huawei out of the Core

    High-consequence core change under government scrutiny, de-risked with a proven verification method. Active SC clearance.

  • Vendor incentives

    Vendor governance: mandatory site templates and validation before payment, still in use today.

  • Neither Two Weeks Nor Five Months

    Delivered in 2.5 months against a 4-5 month baseline by parallelising work, pre-booking critical resources, and triaging by risk, with zero escalations.

  • The Light Test

    Root-cause discipline: two failed remote fixes, then a physical trace between exchange buildings, then a new standard step added so it couldn't happen again.

  • Poka-Yoke

    Paired underperformers with an expert, audited their output for two weeks to confirm real progress, and rewrote instructions so steps couldn't be skipped.