I'm a data practitioner:

🔭 I worked on healthcare analytics, where I have migrated legacy SAS data and scripts to Parquet/Python/PySpark

💡 I worked on ETL, recommendation system, and marketing predictive analytics in Digital Media

🕵️‍♂️ I studied Digital Fingerprinting and researched catastrophic modelling in Insurtech start up

🌦️ I studied how to improve weather and climate modelling in cities, specifically how improvement in radiation modelling helps urban climate prediction

👩‍🏫 I taught science and physics to high school students and mentored junior staff in the public health sector

🌱 I’m currently doing MLOps

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1. de-zoomcamp-2025-projectde-zoomcamp-2025-projectPublic

   end to end data pipeline

   5 1

2. de-zoomcamp-2025-project-attempt2de-zoomcamp-2025-project-attempt2Public

   second attempt of Data Engineering Zoomcamp Project

   HCL 1

3. esg-llm-text-classificationesg-llm-text-classificationPublic

   This research investigates the classification of Environmental, Social, and Governance (ESG) information within textual disclosures. The aim is to develop and evaluate binary classification models …

   Jupyter Notebook 2

4. telecom-customer-churn-predictiontelecom-customer-churn-predictionPublic

   Supervised learning algorithm was used to build churn prediction model to help solve a telecoms company's customer churn problem.

   Jupyter Notebook 3 2

5. knapsack_problemknapsack_problemPublic

   Simulated Annealing and Tabu Search are selected to solve the 0-1 knapsack problem.

   Jupyter Notebook 5 1

6. housing_rental_data_analyticshousing_rental_data_analyticsPublic

   Housing rental data analytics

   Jupyter Notebook 2