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I'm a data and AI leader specialising in production ML and cloud data platforms in startup environments.
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Stream
Data Scientist
June 25, 2026 – Present
convfinqa-agent
August 1, 2025 – August 3, 2025
Numerical reasoning chatbot implemented using agentic workflows
View Projectnews-bias-detection
October 20, 2024 – January 10, 2025
news-bias-detection — GitHub repository
View Projectadvent_of_code_2023
December 2, 2023 – April 17, 2024
advent_of_code_2023 — GitHub repository
View Projectmlflow-tracking-action
September 1, 2020 – September 8, 2020
Github Action for retrieving MLflow runs for use within a pull request workflow.
View Projectmlops_tutorial
August 18, 2020 – October 22, 2020
Application code and supporting material for the Codemotion 2020 workshop titled "From 0Ops to MLOps" held on 22/10.
View Projectlearning_causalnex
May 3, 2020 – May 3, 2020
Learning the ropes on the Causal Inference framework open-sourced by QuantumBlack in early 2020.
View Projecttimeseries_toolkit
August 9, 2018 – September 27, 2018
Helper toolkit for time series prediction
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and demonstrate initiative and self-learning. The current role as 'Data Scientist' at Stream aligns with the target role. However, the lack of diverse team projects or contributions to larger open-source initiatives makes it difficult to fully assess collaborative cultural fit. The experience level is listed as 0, which contradicts the current role, suggesting a potential data discrepancy or very recent entry into the role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.