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aisha-farooq's Projects

data_analysis_portfolio icon data_analysis_portfolio

This is a repository that I have created to showcase skills, share projects and track my progress in Data Analytics / Data Science related topics.

get-things-done-with-prompt-engineering-and-langchain icon get-things-done-with-prompt-engineering-and-langchain

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

job_shop_schedule_problem icon job_shop_schedule_problem

Parallel Tabu Search and Genetic Algorithm for the Job Shop Schedule Problem with Sequence Dependent Set Up Times

translators-with-rnns icon translators-with-rnns

Design and training of bidirectional RNNs and Transformers to translate sentences from English to French.

wise-translator icon wise-translator

Sequence-to-Sequence Machine Translation from English to Urdu and vice versa.

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