Applied AI engineerSoftware / Systems / Notes

Vedant
Andhale.

Applied AI engineer at agntworks.ai, building enterprise AI systems for pricing, inventory and revenue intelligence. Read more…

Focus

Pricing / Inventory / Revenue intelligence

Background & experience

01 / Selected work

All projects ↗

FreightSense

Shipment decisions with deterministic rules, an LLM second opinion and a human override history.

Crop Cure

A grape-leaf classifier inside WhatsApp, with English, Hindi and Marathi response flows. Research prototype.

loadfile

One Python call to load local or cloud files into pandas, without repeating file-loading code.

02 / Notebook

All notes ↗

Notes on building software, working with data and getting AI systems into production.

Write logs for the person investigating a failure
Useful log events identify the operation, outcome and correlation context without copying the whole request.
Blog Python, Observability
What belongs in this notebook
Short engineering notes with enough context to be useful after the original problem has been forgotten.
Blog Notebook
Use :focus-visible without losing keyboard focus
Let the browser decide when a focus indicator is needed, and keep a visible fallback.
TIL CSS, Accessibility

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