SYSTEM / AJIT— Computer Engineering student exploring the space between data, models, and reliable products.
I am a Computer Engineering student in Pune, building toward machine-learning engineering through hands-on projects. My current work combines data cleaning, exploratory analysis, classical machine learning, and practical deployment. The goal is simple: turn a useful model into a product someone can actually use.
NOW EXPLORING → scikit-learn • data workflows • AWS deployment • DSA
BUILD MODE → Python systems with clear, testable data paths
NEXT HORIZON → ML engineering that ships real products
| Project | Mission | Working stack |
|---|---|---|
| Diabetes Prediction System | Make an ML prediction accessible through a real-time web application. | Python · Pandas · scikit-learn · Streamlit · AWS |
| Credit Card Fraud Detection | Explore transaction data and identify suspicious activity with ML models. | Python · data cleaning · machine learning |
| Data Analysis Projects | Turn raw datasets into clear visual stories and actionable observations. | Pandas · Matplotlib · Seaborn |
Data & ML / Python + pandas + scikit-learn • Foundations / C, C++, DSA • Delivery / Git, AWS, Linux
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[ACTIVE] Machine learning with scikit-learn
[ACTIVE] AWS deployment
[ACTIVE] Data structures & algorithms
[LOADING] Production-minded backend and data systems
Build carefully. Learn in public. Make the next model useful.
Profile automation & configuration
.github/workflows/refresh-profile.yml refreshes assets/github-pulse.svg every Monday and can also be run manually from the Actions tab. It uses the repository’s automatically provided GITHUB_TOKEN; no custom secret or third-party API key is required.
For the workflow to commit its updated card, enable Settings → Actions → General → Workflow permissions → Read and write permissions in this repository. The workflow is deliberately configured to make a commit only when the generated SVG changed. To preview the same card locally, run node scripts/refresh-profile.mjs from the repository root. Set GITHUB_USERNAME only if you fork this profile repository for another account.