Abinav R Hi, I am Abinav.

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.

What skills do I have

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

Work Experience

  • Engineer III Machine Learning (MLOps) at ACV Auctions (May 2024 - Present)
  • Machine Learning Engineer (MLE) at Turboml Inc (Nov 2023 - April 2024)
  • Machine Learning Engineer (MLE) at Machine Learning Reply GmbH (June 2022 - July 2023)
  • Machine Learning Engineer at Deepc (Oct 2020 - Mar 2022)
  • Junior Machine Learning Engineer 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

You can know about my current projects at Github

Blog

I write on Medium (Not behind a payment gateway)

CV

MY CV updated 03/2024