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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

Azam Din's Projects

autotrader-analysis icon autotrader-analysis

Web scraping and analysis of autotrader adverts, to build a used car valuation model.

cheatsheets icon cheatsheets

A collection of cheatsheets for bash, git, markdown, various python packages etc

energy_forecast icon energy_forecast

Forecasting UK energy consumption with MOps tooling for CI/CD, Serverless deployment, dashboard,Terraform.

house_climate icon house_climate

ETL pipeline in Airflow. Ingesting data from Tado smart thermostat API to analyse my home heating usage

jobs-analysis icon jobs-analysis

Job ad classification for DS / DA / DE jobs. Using NLP, Jupyter, Scikit-learn, NLTK

minimal-mistakes icon minimal-mistakes

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

ml-coursera-python-assignments icon ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

mlflow icon mlflow

Open source platform for the machine learning lifecycle

txtai icon txtai

💡 Build AI-powered semantic search applications

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