About
I am Avikant, a software engineer with a strong focus on machine learning and backend development.
I currently work at CERN as a Software Engineer within the Computer Security team, where I focus on consolidating infrastructure and maintaining critical services for our Security Operation Center (SoC), including intrusion detection, incident response, logging, and traceability.
Previosly I worked at HackerRank, I had the opportunity to work in the machine learning team, where I actively contributed to the development of industry’s formost AI Powered Plagiarism and ML Platform buildout.
In addition to my professional work, I’m developing a multiplayer implementation of the popular card game UNO at avikant.com/uno. This project offers a great opportunity to learn Go, explore WebSockets, and deepen my understanding of concurrent programming.
I’m passionate about technology and stay up-to-date with the latest developments in science and tech. I love chatting about space, science, math, computing, music, philosophy, and more!
Programming
Most of my programming experience comes from machine learning, data and backend projects and naturally Python is my swiss army knife. I belive in the philosophy of polyglot developer and aiming to become one.
Currently I am learning about design patterns from these two resources refactoring guru, Christopher Okhravi’s youtube channel .
I enjoy reading about cutting-edge advancements in the world of Machine Learning / LLMs / and MLOps and enjoy working on ML problem statements. In general I am curious about “how things work”, and it drove me closer to the field of ML. I feel really lucky to observe the disruption caused by Transformers and LLMs right when I began my career as a programmer.
Here is a list of Tools and Frameworks that I have expertise in or hold a deep admiration for
- FastAPI > Flask (Love handy microframeworks to build quick prototypes)
- Ruby on Rails / Django / Express / Node (I consider all of these MVC frameworks equal, L to R in experience level)
- PyTorch > Tensorflow / Pandas, scikit-learn and Numpy (can’t imagine my work without these)
- LangChain and LlamaIndex (the growing world of LLMs have piqued my interest)
- Docker (I just can’t miss this on the list, hahaha!)
- MLFlow / HuggingFace / SageMaker / KubeFlow (I’m loving these MLops tools!, effortless and quick)
- AWS: Lambda, EKS, ECS, SageMaker (I have a love-hate relationship with AWS, though mostly it’s love!)
Interests and Hobbies
Passionate about rock and metal music, I’ve begun my guitar journey, inspired by my favorite bands. Follow along as I share my progress and experiences here 👇
🎸Arctic Monkeys- Do I wanna know pic.twitter.com/YlZSehEUl3
— avikant (@Aesthetixell) June 18, 2023