Kavya

Detail-oriented Computer Science graduate with hands-on internship experience in Python, data preprocessing, machine learning model development, and REST API automation. Skilled in end-to-end ML workflows — from raw data collection and cleaning through model training, evaluation, and deployment. Internship experience at Codegnan IT Solutions delivering automated ETL pipelines and ML-powered applications, and at SkillDzire building Python/Java services.

Adept at experimenting with supervised, unsupervised, and deep learning algorithms, documenting results for reproducibility, and collaborating cross-functionally to integrate AI/ML solutions into existing systems.

Data Science & AI/ML Intern - Codegnan IT Solutions Pvt. Ltd. - Hyderabad

(2025-05 - 2026-02)

• Collected, cleaned, and pre-processed large datasets (missing values, feature scaling, encoding, correlation analysis) to build training-ready ML datasets.
• Built supervised ML models (classification, regression) and evaluated performance via cross-validation, F1-score, and ROC-AUC; conducted hyperparameter tuning experiments (GridSearchCV).
• Deployed ML model as a REST API (Django/Flask); maintained Git repositories with branching strategies, PRs, and GitHub Actions CI/CD pipelines.
• Documented sprint deliverables, experiment logs, and deployment procedures in Agile/Scrum — ensuring reproducibility and team clarity.

Data Science & AI/ML Intern - Codegnan IT Solutions Pvt. Ltd. - Hyderabad

(2025-05 - 2026-02)

Project: Face Mask Detection — CNN Model Development & Deployment

• Built a real-time CNN face mask detection model; achieved high accuracy through data augmentation and iterative tuning; deployed via Django/Flask REST endpoint.
• Integrated automated email alerts and runtime logging for model health monitoring post-deployment.

Python & Java Programming Intern - SkillDzire - Hyderabad

(2024-06 - 2024-12)

• Developed RESTful API workflows (Flask/FastAPI) with JSON handling, request validation, and error logging — applicable to serving ML prediction APIs.
• Implemented GitHub Actions CI/CD for automated testing and deployment; managed Git repositories with GitFlow branching (feature/release/hotfix).
• Automated data workflows with APScheduler and logged audit trails in SQLite, mirroring ML pipeline scheduling and experiment tracking.

Python & Java Programming Intern - SkillDzire - Hyderabad

(2024-06 - 2024-12)

Project: Webcam Access Security System — ML Security Application

• Built 2FA system combining face recognition (ML) with OTP; applied Isolation Forest for anomaly detection with automated email alerts on suspicious access.

B.Tech - Computer Science & Engineering - Narasaraopet Institute of Technology, JNTU Kakinada (2020 - 2024)

Intermediate - MPC - Vivekananda Vidyanikethan Jr. College (2019 - 2020)

SSC - Vidya Vijaya High School, AP State Board (2018 - 2018)