Portfolio · Pune, India

Tanvi
Wadgaonkar

95% Match 2026 Python · Backend · Machine Learning HD

I build Python systems end to end — data pipelines, ML models and the APIs that serve them — and every claim ships with a test that proves it. Final-year E&TC at the International Institute of Information Technology, Pune · Engineering Intern at Schaeffler India.

T Featured Projects

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AgriSense AI

95% Match· Soil classification & crop recommendation

End-to-end ML app: validates soil-test data (N, P, K, pH, moisture + weather), classifies soil condition with agronomy rules, and recommends top-3 crops with probabilities through a Flask interface. Related paper accepted at ICAIMEST-2026.

95.1% accuracy0.95 macro-F1 5-fold CV · 7 tests
Pythonscikit-learn pandasFlaskpytest
View the code
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ReleaseGuard

11/11 tests· Deployment risk & regression analyzer

FastAPI service that scores a candidate release 0–100 and traces every point to an auditable factor — diff size, database migrations, critical-path files, missing test updates, infra changes, deploy timing. Ships a GitHub PR adapter, Docker image and CI.

8 risk factorsgreen CI Dockerised
PythonFastAPI Pydantic v2DockerGitHub Actions
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T Experience

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Schaeffler India

Now Playing· Engineering Intern · Mar 2026 – Present · Pune
  • Python scripts that extract, clean, validate and organise system and validation data from Windchill Integrity — replacing manual copy-paste workflows.
  • Automated recurring report generation: a ~100-report batch that took about an hour by hand now finishes in under a minute.
  • Work through validation criteria, edge cases and failure scenarios with engineers, then document workflows so results stay repeatable.

T Skills

Languages
PythonSQL HTML/CSSJavaScript (basic)
CS Fundamentals
DSAOOP Operating SystemsComputer Networks DBMS
Backend & ML
FastAPIFlask REST APIsscikit-learn pandasNumPyPydantic
Tools & Databases
PostgreSQLMySQL SQLiteGit / GitHubDocker GitHub Actionspytest PostmanLinux

T Education & Research

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B.E. E&TC · 2022–2026

International Institute of Information Technology, Pune

8.5 / 10 CGPA

Electronics & Telecommunication Engineering, with coursework across DSA, operating systems, networks and databases.

Research· ICAIMEST-2026

Co-authored a paper on soil classification and crop recommendation, accepted for presentation at ICAIMEST-2026.

Copyright

Indian copyright registration for “Arduino Interfacing with SD Card”.