role: BCA Student — AI Engineering & LLM Systems
building: Reliable LLM-powered applications through experimentation & evaluation
interests: [AI Agents, RAG Pipelines, Backend Systems, Data Analytics]
based_in: Chennai, India
cgpa: 8.2 / 10|
Machine Learning Intern
Building & evaluating ML models with Pandas, NumPy, and Scikit-learn as part of a competitive ML cohort. |
Research Intern
AI/ML research with a focus on backend development, APIs, and data-driven experimentation. |
Mentor
Reviewing pull requests, resolving issues, and guiding contributors in the open-source community. |
| 08/2026 – Present |
Machine Learning Intern · FlyRank AI Selected for the FlyRank AI ML Cohort — built and evaluated ML models using Pandas, NumPy, and Scikit-learn, applying data preprocessing and model evaluation techniques. Followed Git/GitHub best practices while collaborating with mentors and peers. |
| 05/2026 – Present |
Mentor · GSSoC'26 Guided contributors by reviewing pull requests, resolving issues, and mentoring junior developers. Supported collaborative development and knowledge sharing within the open-source community. |
| 05/2026 – Present |
Research Intern · Synthica Working on AI, Machine Learning, and data-driven research projects with a focus on backend and application development. Assisting in data analysis, Python development, APIs, and modern ML workflows. |
| 01/2026 – 02/2026 |
Mentor · OSCG'26 Guided contributors by reviewing pull requests, resolving issues, and mentoring junior developers. Supported collaborative development and knowledge sharing within the open-source community. |
| 01/2026 – 02/2026 |
Open Source Contributor · EWOC'26 Actively contributed to open-source projects through code contributions, issue resolution, and collaborative development. Participated in community discussions and followed open-source best practices. |
| 10/2025 – 01/2026 |
Open Source Contributor · Kestra Merged 1 PR into the Kestra open-source project, improving frontend i18n implementation and code maintainability. Collaborated with maintainers using GitHub pull requests, code reviews, and issue tracking workflows. |
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Customer Churn & Revenue Leakage Analysis
End-to-end e-commerce analytics: cohort analysis, RFM segmentation, churn prediction, and ROI analysis. CI/CD automated via GitHub Actions. 
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Full-Stack Attendance Tracker
Attendance tracking web application built end-to-end with a TypeScript backend and MongoDB persistence. 
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Java Console Application
Menu-driven CRUD app with JDBC/MySQL integration, structured relational schema, and exception handling. 
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Responsive Personal Site
Built with performance in mind — 90+ Lighthouse score with SEO best practices applied throughout. 
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Languages
Backend & Data
ML & Analytics
Tools & Platforms
| Program | Role | Contribution |
|---|---|---|
| Kestra | Contributor | Merged PR improving frontend i18n implementation & code maintainability |
| GSSoC'26 | Mentor | PR reviews, issue resolution, contributor guidance |
| OSCG'26 | Mentor | PR reviews, issue resolution, contributor guidance |
| EWOC'26 | Contributor | Code contributions, issue resolution, community discussions |
