Hi, I am Abinav R, Call me Abinav.

• 🌱 I’m currently learning Apache Kafka and river
• 👯 I’m looking to collaborate on Machine learning or backend API for web
• 💬 Ask me about building ML models for production or MLOps

What do I do for work

My job is to run convert mathematical models in code to production grade software. What are these mathematical models in code? These are what people nowadays call AI. I have experience of building and making them available to users for about 4 years now across organizations.

My newest passion is to make real time ML accessible to all.

What skills do I have

• Programming Languages - Python(Advanced), Rust(Intermediate), C(Intermediate), bash(Intermediate),Go (basic), Javascript(basic),Julia
• Data Science tools -Numpy, Scipy, matplotlib, seaborn, scikit learn, scikit image, Pytorch, Pandas, OpenCV, Flask, PySyft, Plotly Dash,PySpark, Tensorflow
• Database - PostrgreSQL, MongoDB, DynamoDB
• DevOps/MLOps Tool - Docker, Kubernetes, Gitlab runner, Jenkins, Terraform, MLFlow, feast (fea- ture store).
• Cloud Platforms - AWS (S3 and EC2, ECR, API Gateway, Lambda, DynamoDB, IAM), GCP
• LLM tools - OpenAI API, Huggingface API, Guardrails, LMQL, jsonformer

Work Experience

• Machine Learning engineer (MLE) at TurboML (November 2023 - Present)
• Machine learning engineer (MLE) at Machine Learning Reply GmbH (June 2022 - July 2023)
• Data Scientist at Deepc (Oct 2020 - Mar 2022)
• Junior Data Scientist at Deepc (Jun 2019 - Oct 2020)
• Working student-Data Science at The Mobility House (Oct 2018 - Mar 2019)
• Writing team lead at Openmined (July 2021 - Nov 2022)
• Research Engineer at Openmined(April 2020 - July 2021)

Education

• M.Sc Computational science and engineering at Technical University of Munich (2020)
• B.Tech in Mechanical Engineering at Amrita School of Engineering, Bengaluru campus (2016)

Research Projects

• Completed Master thesis on Self Supervised Out of Distribution detection for Medical application under the supervision of Dr.Kim SeongTae at CAMPAR. .
• I worked with Suprosanna in Image Based Biomedical Modelling lab on 'Solving Inverse Problem in PDE using deep learning'.

Blog

I write on Medium (Not behind a payment gateway)