I'm an AI/ML student doing a combined undergrad & grad program with interest in automation, robotics, interpretability, and reasoning.
- Msc in Computer Science, Artificial Intelligence & Machine Learning Specialization
- Bsc in Computer Science
Data structures & algorithms,
Discrete Mathematics,
Programming in C++, Java, and Python,
Linear Algebra - Calculus - Differential Equations,
ML Theory & Optimization,
Information Theory,
Control Theory- Writing CUDA kernels for more control over specific GPU types
- Nvidia CUDA libraries such as cuDNN, cuBLAS, and CUTLASS
- Hopper, Ampere, and Blackwell Nvidia GPU architectures
- An understanding of LLM inference engines such as vLLM and TensorRT-LLM, how they work, and their limitations
- PyTorch, Keras, Tensorflow
- Robitcs specific models such as Diffusion Transformers, VLAs, and training methods such as Flow Matching
- Deep learning neural networks and the available architectures (RNNs, LSTMs, CNNs, Transformers, Vision Transformers, etc)
- Deep learning practices in regard to learning rates, optimizers, regularization, batching, and overall training expertise
- Deep knowledge of fundamental concepts such as chain-rule & backpropagation, gradient descent, exploding/vanishing gradients, and more
- Underlying mathematical concepts in Linear Algebra, Calculus, and Statistics & Probability
- The ability to read research paper and implement the steps to reproduce and verify, as well as use exisiting work as inspiration
- Machine learning algorithms implementation using Scikit-learn for more advanced analysis and building predictive models
- Cleaning, manipulating, and extracting data
- Creating visualizations, dashboards, and good verbal/writing skills to communicate my work in Power BI, Excel, Powerpoint
- Preprocessing data to train machine learning algorithms
- Merging multiple sources of data to run analytics using SQL or Pandas for Excel sheets
- Building APIs and deploying models for production
- Writing code which could include building client apps, mobile apps, and servers using React and JavaScript, as well as scripting (Powershell & Bash)
You can view my work on my website.
Contact me via email: hasan.abdul.ahmed@gmail.com