Projects

Browse Projects

Browse projects tagged with "flask".

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

AI Portfolio Assistant

Web

I built a conversational AI assistant directly into my portfolio site. Recruiters and visitors can ask anything about my projects, skills, and background — and get grounded, cited answers in real time, powered by RAG (Retrieval-Augmented Generation) and Llama 3.3 70B via Groq.

LLM RAG NLP flask web-app machine-learning API-integration REST-API admin-dashboard CI-CD deployment

GitHub Live Details

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

Professional Portfolio Site

Web

Full-stack Flask portfolio with a custom admin dashboard, PostgreSQL, a public REST API, media management, automated backups, and CI/CD deployment to Railway via GitHub Actions.

web-app python REST-API authentication CRUD deployment flask admin-dashboard CI-CD

GitHub Live Details

Programming Language Workforce Strategy — Data Analysis

Data

Stack Overflow lost 97.7% of its post volume since 2016 — and its momentum now anti-correlates with hiring demand. This project proves the signal is broken, then builds a four-source replacement index to answer which languages to hire for.

data-analysis data-pipeline visualisation flask web-app REST-API web-scraping python automation

GitHub Details

Browse Projects

AI Portfolio Assistant

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

Professional Portfolio Site

Programming Language Workforce Strategy — Data Analysis

No projects found