Saeed Ahmad

Experience

• 

  Pakistan Institute of Nuclear Science & Technology

  Jul 2021 - Oct 2021

  Summer Research Internee

  I have designed models for network traffic attack classification using classical machine learning algorithms such as Adaboost, XGBoost, and Random Forest Classifier. I have also built a demilitarized zone (DMZ) topology using GNS3 and VMWare workstations to test the models' performance in a simulated real-time environment.

• 

  Fiverr

  Oct 2021 - now

  Machine Learning Engineer (Level 2 Seller)

  • Provided services related to machine learning, deep learning, computer vision, and natural language processing. • Completed 50+ orders with 30+ clients from 15+ countries.• Ranked as a Level 2 Seller with 5-star average ratings.

• 

  DiveDeepAI

  Jun 2022 - Aug 2022

  Machine Learning Engineer

  • Built a generalized machine-learning pipeline for accurate forecasting of the stock market. • Implemented a Rule-Based Intelligent Expert Engine for Stock Market Analysis

• 

  Korea National University of Transportation

  Mar 2023 - Oct 2024

  My Research work includes: • Developed automatic brain tumor segmentation for multimodal MRI scans, with a 95% mean dice score.• Designed a multi-teacher cross-modal knowledge distillation technique for unimodal segmentation and enhanced its clinical applicability by reducing inference time and resource consumption. • Implemented cost-effective CNNs through INT8 quantization-aware training on embedded systems.• Implemented continual learning with Kolmogorov-Arnold Networks based Vision Transformer to mitigate catastrophic forgetting Show less

  • Research Associate

    Sept 2024 - Oct 2024

  • Research Assistant

    Sept 2022 - Aug 2024

  • Teaching Assistant

    Mar 2023 - Feb 2024
• 

  IK Lab

  Nov 2024 - now

  AI Research Engineer

  Working on the development and deployment of custom AI models on embedded devices, including Jetson Nano, Hailo, and Raspberry Pi, while ensuring faster inference in real-time