Shyam Sunder

Shyam Sunder

Data Science Enthusiast | Research Published | Open to Opportunities

Executive Summary

Distinguished Data Science researcher and B.Tech candidate with demonstrated expertise in advanced machine learning optimization and published academic research. Co-authored peer-reviewed research on CNN hyperparameter optimization using novel Bayesian methods, achieving significant improvements in medical diagnostic accuracy. Proven track record of translating complex theoretical concepts into practical, high-impact solutions across healthcare AI, predictive analytics, and full-stack development.

Education

Bachelor of Technology in Computer Science Engineering (AI/ML)

Alliance University, Bangalore | Expected May 2027

CGPA: 8.2/10

HSE (Higher Secondary Education)

Green Valley Metric-Hr-Sec School, TN | 2023

Aggregate: 86%

Research & Projects

Research Co-author: CNN Hyperparameter Optimization

Contributed to a Q1 journal publication by developing and validating novel Bayesian optimization methods for CNNs, significantly improving cancer diagnosis accuracy. Responsible for manuscript preparation and statistical validation.

"His work on the validation framework was pivotal to our findings." - Dr. Evelyn Reed, Principal Investigator

Full-Stack AI Content Platform

Engineered a full-stack AI content generation platform serving over 500 users. Integrated advanced NLP models and managed the end-to-end deployment pipeline.

Advanced Deep Learning Models

Implemented and fine-tuned multiple deep learning architectures including DenseNet and MobileNetV2 for various computer vision tasks, achieving state-of-the-art performance on benchmark datasets.

Time-Series Forecasting

Developed and deployed ARIMA-based models for financial and operational forecasting, improving prediction accuracy by over 15% compared to previous benchmarks.

Technical Skills

Languages

  • Python
  • C
  • SQL
  • R
  • JavaScript

Frameworks & Libraries

  • TensorFlow
  • PyTorch
  • OpenCV
  • Scikit-learn
  • Pandas

Tools & Platforms

  • Docker
  • REST APIs
  • AWS
  • Azure
  • Git & GitHub

Community Impact

Community Health Intern & Campaign Lead

Led a team to organize health education campaigns in rural areas, reaching over 2,000 individuals. Developed and distributed informational materials on preventive healthcare, contributing to a measurable increase in community health awareness.

Certifications

Microsoft Azure AI Fundamentals (AI-900)
IBM Data Science Professional Certificate
DeepLearning.AI TensorFlow Developer
Probability & Statistics for ML & Data Science