About Me
I'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:
- GPU - Nvidia RTX 3060 (12GB vRam)
- CPU - AMD Ryzen 3600 (6 Cores, 12 Threads)
- RAM - 2x 8GB (16 GB)
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Papers and Research Work
As 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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Development Projects
These 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 Projects
These include coursework, side projects and unpublished research work.
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Extracurricular
Other 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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