Projects

Data Projects

Browse my data work tagged with "deployment".

Tags

All Tags admin-dashboard API-integration authentication automation AWS benchmarking browser-automation CI-CD CLI computer-vision CRUD data-analysis data-pipeline dataclasses deep-learning deployment Docker feature-engineering flask game GUI hugging-face image-classification IQR-capping jupyter label-encoding LLM machine-learning min-max-scaling neural-network NLP OOP productivity python RAG resampling REST-API scope scripting sentiment-analysis serverless statistical-analysis terminal terminal-ux text-classification time-series transfer-learning visualisation web-app web-scraping

Order

A–Z Newest Oldest

AWS Lambda & Amazon Bedrock: Benchmarking TF-IDF, LSTM, and Zero-Shot LLM Sentiment Analysis

Data

A full ML pipeline benchmarking TF-IDF + Logistic Regression, a Keras LSTM, and Claude Haiku via Amazon Bedrock on 50,000 IMDb reviews. The winning model is deployed live as a serverless REST API on AWS Lambda with a Flask frontend.

NLP machine-learning deep-learning deployment flask REST-API data-analysis visualisation python web-app LLM sentiment-analysis serverless AWS Docker text-classification benchmarking

GitHub Live Details

CNN Food Classifier

Data

I built a convolutional neural network that classifies food images into 101 categories using two-stage transfer learning with MobileNetV2. Upload any food photo and get instant top-3 predictions with confidence scores — live on Hugging Face Spaces.

machine-learning deep-learning computer-vision transfer-learning neural-network image-classification data-analysis data-pipeline visualisation deployment web-app hugging-face python

GitHub Live Details

Data Projects

AWS Lambda & Amazon Bedrock: Benchmarking TF-IDF, LSTM, and Zero-Shot LLM Sentiment Analysis

CNN Food Classifier

No projects found