Gautam Kushwaha

ResNet & SVM Analysis

Hyperparameter Tuning for ResNet-18/50 and SVMs on MNIST/FashionMNIST datasets.

Data Contracts & Quality

Implemented YAML Data Contracts for Ride-Share, E-commerce, IoT, and FinTech scenarios.

*Submitted via Google Classroom

HuggingFace & Docker

Fine-tuned DistilBERT for genre classification and containerized with Docker.

Transformer Optimization

English-Hindi translation using Ray Tune (Optuna + ASHA) for hyperparameter optimization.

ViT-LoRA & Robustness

PEFT/LoRA fine-tuning on ViT and adversarial evaluation using IBM ART.