Chennai, India /
A SERIES OF HAPPY ACCIDENTSSoftware engineer & AI/ML developerDownload Resume

I build intelligent software systems, explore complex engineering problems, and turn ideas into practical, reliable applications.

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SoftwareAI / MLPythonJavaNext.jsSystemsFull stack

Selected work

Independent projects / 01—04

  1. ModelXray

    ML failure discovery

  2. RepoLens

    Repository intelligence

  3. Financial Risk
    Prediction Engine

    Predictive modeling

  4. RePlate

    Food rescue platform
ModelXray completed investigation with five validated failure regions
(01 / 04)Python / Next.js

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ModelXray completed investigation with five validated failure regions
(01) ModelXrayApplication UI
ModelXray selected failure region with holdout and statistical evidence
(01) ModelXrayApplication UI
ModelXray completed comparison of two synthetic model versions
(01) ModelXrayApplication UI
RepoLens repository analysis overview
(02) RepoLensApplication UI
RepoLens architecture graph
(02) RepoLensApplication UI
RepoLens dependency graph with a selected file’s incoming and outgoing dependencies
(02) RepoLensApplication UI
RepoLens source inspector showing parsed symbols and actual source code
(02) RepoLensApplication UI
Financial Risk prediction dashboard
(03) Financial Risk Prediction EngineApplication UI
Financial Risk feature importance and prediction form
(03) Financial Risk Prediction EngineApplication UI
RePlate restaurant dashboard after a completed donation and a second available listing
(04) RePlateApplication UI
RePlate NGO claim with food handling details and scheduled pickup
(04) RePlateApplication UI
RePlate completed donation and its recorded status history
(04) RePlateApplication UI
RePlate analytics showing two created donations, one completed donation and 16 kilograms redistributed
(04) RePlateApplication UI

(Hello)

I'm Asmit. I build intelligent software and reliable applications. From model evaluation to full-stack systems, I turn complex engineering problems into practical tools.

What I do

All capabilities →
01→

Backend engineering

Reliable applications built around practical engineering problems.

02→

AI / ML

Model evaluation, failure discovery and evidence-backed prediction.

03→

Full stack

Connected interfaces, APIs and data that work together.

04→

Software architecture

Making complex software structures easier to understand.