ABOUT
About Me
I care less about the model that wins the benchmark and more about the one that survives contact with a real operation.
Hey! I'm Vanshaj, an AI Implementation Engineer in Axestrack's AI Labs team, working on the part of AI that decides whether any of it was worth building — the rollout.
Axestrack runs a digital logistics platform used across fleet, yard and transport operations, so the systems I work on are wired into vehicles, trips and exceptions that are moving right now. That changes the job: the interesting problems are integration, messy data, latency, and the gap between a model that scores well and one that an operations team will actually trust.
I like being the person who stays with a feature past launch — through the edge cases, the retraining, and the unglamorous work of making sure it is still being used three months later.
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Roles Held
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Production Skills
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Certifications
Applied AI
Choosing the model that fits the constraint, not the one that scores best on a benchmark nobody deployed.
Integration
Wiring intelligence into systems that already exist — APIs, data streams, and the workflows people actually use.
Delivery
Owning the unglamorous half: validation, edge cases, rollout, and the support that makes adoption stick.
Domain Depth
Fleet and logistics operations, where data is messy, latency matters, and a wrong call costs a real trip.