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adin786

Who am I?

Lead MLOps Engineer working in finance industry, building out an AWS-centric ML platform and custom tooling.

Used to be a Data Scientist in commercial R&D for a Sales Enablement start-up/scale-up. Specialised in voice and conversational AI products including applications of LLMs.

These days my interests are more in Data Engineering and tooling for MLOps/deployment.

Started out as an MEng Mechanical Engineer so have past experience across Automotive and Energy industries.

Always been tinkering with data things like data acquisition systems, fleet telematics, control systems and vehicle dynamics analysis.

Interested in:

MLOps, Data Engineering, tooling, model lifecycle, NLP, LLMs, embeddings...


Links:

Languages / Tech:

Python Docker AWS Sagemaker GCP Databricks Bash Git Jupyter Terraform Airflow

AWS stack:

Glue Sagemaker Step Functions CDK/Cloudformation ECS/Fargate Lambda Cloudwatch Eventbridge

Python libraries:

Scikit-learn Pytorch Mlflow DVC Wandb Airflow Plotly Streamlit Pandas Pyspark Spacy Sentence-transformers Bertopic Langchain Llamaindex

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