Hello, It's me

Suriya

I'm a

"Passionate about leveraging cutting-edge technologies to solve complex problems. With expertise in AI/ML, cloud computing, and full-stack development, I strive to create innovative solutions that drive business growth and enhance user experiences."

Suriya's Avatar Image

skills

experience

Student Assistant, 3D Unity Development

San Jose State University

  • Developed interactive 3D simulation models in Unity, integrating precise controls for realistic user experiences.

  • Improved rendering performance and physics interactions, increasing frame rates by 20%.

Jan 2025 - Present

San Jose State University

Member, Machine Learning SJSU Club

San Jose State University

  • Developed an audio-based multimodal ML model using stacked ensemble methods, improving smart home voice command recognition by 25%.

  • Applied information-theoretic tools to compress RL state spaces, enhancing policy interpretability and generalization using unsupervised learning techniques.

Aug 2024 – Present

San Jose State University

Data Analyst Intern

E-Parisaraa Pvt. Ltd.

  • Improved material recovery accuracy by 20% by analyzing live crushing and dismantling data using Python and SQL.

  • Created interactive Tableau dashboards, reducing reporting time by 40% and accelerating high-value batch decisions.

  • Built predictive models for yield forecasting, increasing revenue per batch by 12% and profit margins by 9%.

May 2023 – Nov 2023

E-Parisaraa Pvt. Ltd.

projects

AI-Based Financial News Analyzer for Stock Prediction

Developed a Transformer-driven NLP model to assess financial news sentiment and accurately predict stock prices. Boosted prediction accuracy by 20% via integration of historical data using TensorFlow, then deployed on AWS Lambda. Created a React dashboard serving 500+ active users, offering real-time market insights.

#Transformer

#NLP

#TensorFlow

#AWS Lambda

#React

AI-Based Energy Consumption Optimizer for Smart Homes

Built an LSTM-based predictive model to optimize IoT-driven energy usage, reducing consumption by 15%. Deployed via AWS IoT Core for real-time monitoring and control through a Flutter mobile application.

#LSTM

#IoT

#AWS IoT Core

#Flutter

#Python

SecureMed – GAN-Based Video/Image Steganography for Medical Data

Implemented a GAN-powered system embedding 100+ sensitive medical records in images and videos securely. Employed hybrid cryptosystems and post-quantum cryptography to maximize capacity and confidentiality. Utilized PyTorch, Flask, and FFmpeg for seamless retrieval and reliable deployment.

#GAN

#PyTorch

#Flask

#FFmpeg

#Cryptography

education