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Fahad Mattoo

Fahad Mattoo

Management Associate

Followers of Fahad Mattoo2000 followers
location of Fahad MattooPunjab, Pakistan

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  • Timeline

  • About me

    Agentic LLM Engine Developer | Business Integrated Text-to-SQL chatbot | Bedrock (AWS)

  • Education

    • National University of Sciences and Technology (NUST)

      2019 - 2023
      Master's degree Mechatronics Engineering

    • National University of Sciences and Technology (NUST)

      2019 - 2023
      Master of Science - MS Mechatronics Engineering A+

    • Ghulam Ishaq Khan Institute of Engineering Sciences and Technology

      2014 - 2018
      Bachelor of Science - BS Mechanical Engineering

  • Experience

    • Crescent Bahuman Ltd.

      Oct 2018 - Jun 2019
      Management Associate

      Collaboratively designed and developed a comprehensive CAD model for a textile dyeing machine in conjunction with the R&D department. Skillfully oversaw workshop operations, including workforce management and inventory supervision, within the Mechanical Department.

    • National University of Sciences and Technology (NUST)

      Oct 2020 - Sept 2021
      Teacher Assistant

      Served as a dedicated Teacher Assistant for computer-aided design and engineering drawing laboratories, leveraging my exceptional academic record during my master’s studies.

    • VisionX

      Sept 2021 - Oct 2021
      Intern

      Conducted thorough research and benchmarked on-device Optical Character Recognition (OCR) models, such as Apple Vision and Google ML Kit, specifically tailored for Apple devices.

    • PackageX

      Nov 2021 - Jul 2022

      - Successfully trained a BERT-based layout model for Named Entity Recognition (NER), enhancing information extraction accuracy.- Skillfully labeled a diverse dataset for training, ensuring robust model performance across various contexts.- Rigorously evaluated the BERT-based NER model, fine-tuning parameters for optimal precision and recall.- Seamlessly deployed the NER model into production, contributing to efficient and accurate entity recognition in real-world applications. - Conducted exploratory data analysis on customer activity data to extract valuable insights.- Conducted a comparative analysis between barcode and RFID technology for warehouse applications.

      • Junior Data Scientist

        Mar 2022 - Jul 2022

      • Junior Data Scientist

        Nov 2021 - Feb 2022

    • National Center of Robotics and Automation (NCRA)

      Nov 2022 - Jul 2023
      Research Assistant

      Computer Vision:- Developed models for Human Activity Classification, and Forest Fire detection. Machine Learning:- Successfully addressed a regression-based optimization problem for MEMS sensor utilizing a combination of Machine Learning (ML) and Deep Learning (DL) methodologies.Dataset Collection:- Acquired a comprehensive dataset for human activity recognition by capturing data from a drone at multiple angles of the gimbal camera.

    • DCube Tech.

      Aug 2023 - now

      Built advanced multi-session document Q&A chat bots using LangChain, ChromaDB, FastApi, and LlamaV2.

      • Senior Machine Learning Engineer

        Aug 2024 - now

      • Machine Learning Engineer

        Jan 2024 - Aug 2024

      • Python Engineer

        Aug 2023 - Dec 2023

  • Licenses & Certifications

  • Honors & Awards

    • Awarded to Fahad Mattoo
      President's Gold Medal National University of Sciences and Technology (NUST) Oct 2023 This medal was awarded to Fahad, for securing First position in MSc Mechatronics Engineering.