Iban Hossain

Designed and implemented comprehensive end-to-end data pipelines for client project in Azure and Databricks. This included consolidating all the raw data and migrating them to our storage system, managing the raw data processing, connections, validations, transformations, and automation.

Migrated local pipelines and manual scripts to the cloud in AWS using ECS, Lambda and Step Functions, resulting in significantly faster processing times compared to local resources.

Created and implemented python classes that seamlessly integrated with various third-party APIs, expanding my knowledge and skills in API setup, configuration, and integration.

Developed python script to connect and query multiple databases to perform data cross-referencing and written SQL queries to extract and filter relevant trading data.

Created a bespoke dashboard to visualize this data on Tableau and automated the process using Airflow to update the data daily, resulting in valuable insight for the client.

Gained a deeper understanding of the financial industry and valuable insight into various financial instruments.

Analysed research papers on random forest and semi-supervised learning.

Created models combining supervised and unsupervised learning from the research paper.

Implemented self-training and co-training algorithms using random forest in Python.

Created a python web scraper to look for and download relevant court documents related to our project.

Developed a python program to read and interpret hundreds of documents using the university supercomputers.

Performed data analysis on the documents using R to find relevant information.

Created lesson plans and taught English to children in Thailand.

Lead activities and games to help children learn English.

Developed leadership and communication skills.

Developed a deeper understanding of Thai culture.

Organised workshops for the youth in the local village.

Lead discussions around topics such as mental health, climate change, diet, sports and entrepreneurship.

Gained valuable leadership skills by planning events and working alongside other volunteers.