- 🔭 I’m currently working on develeping LLM-powered apps using locally deployed open-source LLMs on GPU powered VMs (mistral-nemo is my current go-to)
- 🔭 Current domain: Cybersecurity, Sales Prediction
- 🌱 I’m currently trying to trace and manage my llm prompts.
- 💬 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.
Things I can work with now1
Category | Tools and Technologies |
---|---|
Platforms | Windows, Linux |
Languages | Python (Proficient, Most Recent) |
AI / Machine Learning | pytorch, pytorch-lightning, huggingface transformers, scikit-learn, pandas, plotly, matplotlib, opencv, tensorboard, llamaindex, llama.cpp, langchain, langgraph |
MLOPs | mlflow, kubeflow |
LLM-OPs | langfuse |
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) |
Frameworks | Flutter |
Category | Tools and Technologies |
---|---|
Platforms | Android |
Languages | Java (Proficient), C++ (Moderate), JS |
Security | Wazuh (manager, agent) |
Cloud | Snowflake |
Frameworks | Spring Boot, Spring Cloud |
I've used NetBeans for Java over eclipse and JetBrains IdeaJ. I've used Android Studio for Android App Development. I've used Visual Studio 2010, Visual Studio 2017, Visual Studio 2019, gcc, g++ for C/C++.
Footnotes
-
(Bold are more recent and/or relevant skills to my current work), while those in italics are things I am still learning) ↩