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Fahad Mattoo (Fahad ul Hassan Asif Mattoo) |
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About MeI'm a machine learning engineer at DCube Tech in Islamabad, where I work on Large language models to create custom chatbot. At Dcube i am working on retrieval augmented generation (RAG) based chatbot. Also working on a chatbot for multi-user multiple document engine. Lastly, working on an end-to-end system for structural prediction of the payload for a API calls request. Previously i have worked at PackageX as a Data Scientist, and worked on the pipeline for Named Entity recognition. I have also worked as a Research Assistant at NCRA-RDDL and worked on applying traditional machine learning techniques on a wide variety of problems. I also have a year of teaching experience as a Teachers Assistant at NUST-EME, in the department of Mechatronics. Have a year of management experience at CBL as the Management Associate of the Mechanical Workshop department of the company. My deep learning Setup:
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Papers and Research WorkAs a researcher I'm usually interested in applying machine learning techniques (Traditional/Modern) to solve problems of a wide variety of domains. |
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Deep Learning-based Feature Fusion for Action
Recognition Using Skeleton Information
Fahad Mattoo, Umar Shahbaz Khan, Tahir Nawaz, Nasir Rashid ICRAI, 2023 IEEE A deep learning model for human activity recognition using skeleton information. |
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Masters Thesis
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Deep Learning Based Multi-response Optimization
Methodology for Dual-Axis MEMS Accelerometer
Fahad Mattoo, Tahir Nawaz, Muhammad Mubasher Saleem, Umar Shahbaz Khan, Amir Hamza Micromachines, 2023 MDPI A deep learning based methodology to optimize input parameters for a MEMS device. |
Development ProjectsThese include projects that i have worked on in my professional career at DCube, NCRA, and PackageX. |
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Json generation search bot using GPT
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Json generation chatbot using Open Source LLMs
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RAG search chatbot for website data (GPT)
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RAG chatbot (Langchain)
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Multi-user RAG based chatbot
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Human activity recognition using Yolov7 and a custom deep learning model
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Multi-user RAG based chatbot
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Layoutlmv2 for named entity recognition
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OCR
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Mobile device OCR testing
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EDA
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Other ProjectsThese include coursework, side projects and unpublished research work. |
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Bottle Level Measure
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2d to 3d image generator
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Self Driving car
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Smart Meter
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Gradient Generator
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TODO list creator
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ExtracurricularOther than studying like a book worm and working like a nerd, i can also draw a bit and take a few photographs. |
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Photography
instagram: mattoo._.shots Photo Gallery: Gallery |
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Design and source code from Jon Barron's website. |