Sai Arpitha Ramesh | ML Engineer Portfolio

About Me

I'm a Machine Learning Engineer and recent Data Science Master's graduate with over 3 years of experience. I specialize in AI-driven automation, computer vision, and scalable pipelines, with a passion for developing impactful, real-world intelligent systems.

Technical Skills

Python TensorFlow PyTorch OpenCV Docker Jenkins MySQL Azure OCR Flask Apache Nifi Tableau

Highlighted Projects

Assistive Object Detection

YOLO & TTS system for spatial awareness aiding visually impaired users.

Dyslexic Handwriting OCR

Custom CNN-LSTM trained on real-world data to decode dyslexic scripts.

Movie Recommendation System

PCA + K-Means based collaborative filtering to personalize user experience.

Retail Fraud Detection

SVM and ensemble techniques to detect anomalies in checkout processes.

Professional Experience

Senior Systems Engineer – Infosys

Led DocAI (XtractEdge) suite; 85% automation, 90% accuracy, CI/CD with Docker & Jenkins.

Systems Engineer – Infosys

Built OCR & classification using Azure & GCP. Boosted efficiency for 200+ users.

Intern – Sunplus & Verzeo

Speech-to-text pipelines, NLP integration, signal processing and deployment.

Education

M.S. in Data Science – University at Buffalo (2024–2025)
GPA: 3.50

B.E. in Computer Science – VTU India (2016–2020)
GPA: 3.34

Achievements & Publications

Publication: Eye-Gaze PIN Validation – Springer DSML Conf. (2021)

Awards: Infosys Top Performer (2022, 2023), 1st Prize UB Startup Bootcamp (2025)