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Browse my data work tagged with "flask".

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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

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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

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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

Data Projects

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

Programming Language Workforce Strategy — Data Analysis

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