- 🔭 I’m currently working on offline and on-premise use cases for using local open-source machine learning models
- 🔭 Current domain: Cybersecurity
- 🌱 I’m currently tinkering with a raspberry pi zero, and trying to push myself to learn soldering.
- 💬 Ask me about Image generation, Machine Learning workflows, retro video games or Bionicle
- 📫 How to reach me: [email protected] or LinkedIn: https://ca.linkedin.com/in/arslankazmi
I also like to tinker with AI related side projects at home. Since I have a background in text-to-image generation systems I've been experimenting with tools like text-generation-webui, llama.cpp, ollama, etc to run AI services locally.
I like getting disparate tools, libraries and languages to interact in interesting ways to build solutions to problems I find intriguing.
- I have a large breadth of knowledge with regards to the fundamentals of AI and deep learning models. I've studied their architectural and mathematical foundations as well
- My unique collaborative degree program trained me to not only think of how AI solutions are created but also why and when not to do so ethically. I believe that if we do not consider the ethical implications of our products we run the risk of loosing long-term benefits in the chasing of short-term financial gain.
- I'm detail-oriented and consider the whole picture and long-term ramifications of anything I design or program. I like to anticipate problems and plan solutions accordingly, especially for deployment scenarios.
- I'm hungry to learn from those who are more experienced than me, and enjoy passing on my knowledge and skills as well.
Category | Tools and Technologies |
---|---|
Platforms | Windows, Linux, Android |
Languages | Python (Proficient, Most Recent), Java (Proficient), C++ (Moderate), JS |
AI / Machine Learning | pytorch, pytorch-lightning, huggingface transformers, scikit-learn, pandas, plotly, matplotlib, opencv, tensorboard, llamaindex, llama.cpp, langchain |
MLOPs | mlflow, kubeflow |
DevOPs | docker, bash |
Data | ElasticSearch (+ KQL), OpenSearch( + Query DSL), OpenSearch Dashboards, Kibana, Apache Spark, Kafka, Tableau |
Security | Wazuh (manager, agent) |
Cloud | AWS, Azure (+ ML Studio, Notebooks), Snowflake |
Frameworks | Flutter, Spring Boot, Spring Cloud |