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Umar Farooq khan's Projects

en_fr_de icon en_fr_de

English to French and German with Fairseq

finetune_chatgpt icon finetune_chatgpt

Real World Legal Document Summarization using LLMs and its Efficiencies

llm-aiding-stock-market icon llm-aiding-stock-market

Integrated LLM that uses RAG that makes easy to comprehend and contrast a pleothrea of financial reports of multiple stocks at a time aiding in decision making

llm-driven-visa-processing icon llm-driven-visa-processing

LLM-Driven Automation of Visa Application Processing in Embassy-Absent Regions aided by VFS Global. Not a full fledge implementation. Main task which is analyzing bank statement automated with the help of LLM.

malicious-traffic-using-deep-learning icon malicious-traffic-using-deep-learning

Malicious Traffic Detection in Mutli-Environment Networks and mitigating attack with LLM using Deep Learning utilizing Tranfer Learning, Ensemble learning. Implemented BiGRU, BiLSTM, BiGRU-BiLSTM and successfuly increased the accuracy from recent work of 2023 by UCD Phd student.

movie_poster_prediction icon movie_poster_prediction

Movie Rating Prediction project with Movie Posters only and experimentations with its Textual data.

switzerland_house_data_zipcodes icon switzerland_house_data_zipcodes

Designed and implemented a Python-based housing data matching system using the "recordLinkage" package. Leveraged various features, including geocodes, to achieve accurate matches between 30,000 housing ads and 111,000 official buildings in a Swiss region. Demonstrated adaptability for future scalability to other European regions.

tfl_data_analysis icon tfl_data_analysis

From Anomalies to Patterns and Predictions : A Comprehensive Data Analytics Approach on Transport for London using Unsupervised and Supervised Learning

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