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Muhammad Ahwar's Projects

ner-nlp-with-onnx-java icon ner-nlp-with-onnx-java

An NLP Java Application that detects Names, organizations, and locations in a text by running Hugging face's Roberta NER model using ONNX runtime and Deep Java Library.

peoplecounter-iot-app-intel-openvino icon peoplecounter-iot-app-intel-openvino

Create a smart video IoT solution using Intel® hardware and OpenVino Toolkit. The app will detect people in a designated area, providing the number of people in the frame, the average duration of people in the frame, and total count. Send all calculated Stats and Output Image to the server using Mosca and FFmpeg server.

predicting-donors icon predicting-donors

Evaluate and optimize several different supervised learners to determine which algorithm will provide the highest donation yield for a fictitious Charity Organization, CharityML, while also reducing the total number of letters being sent to ask for donations

sleepdetection icon sleepdetection

An Android Application to detect whether a person is sleeping based on the classification model made in PyTorch and exported in TensorFlow

wikimedia-etl-pipeline icon wikimedia-etl-pipeline

This project involves developing an ETL (Extract, Transform, Load) pipeline to ingest clickstream data into a database, with considerations for data quality, consistency, and handling of issues like duplicate data, missing values, and schema changes.

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