I am an experienced data professional with a strong background in advanced data collection, modeling, and visualization. I have hands-on experience in finance environments and enjoy building robust end-to-end machine learning pipelines that deliver actionable insights. Collaboration and clear communication with both technical and business teams are among my strengths. Currently completing my MSc in Autonomous Systems, I have developed predictive models and automated data ingestion pipelines that significantly improve operational efficiencies. I am passionate about leveraging AI and ML tools to solve real-world problems and excited to continue growing my skills in data science and AI development.

Ila Amini

I am an experienced data professional with a strong background in advanced data collection, modeling, and visualization. I have hands-on experience in finance environments and enjoy building robust end-to-end machine learning pipelines that deliver actionable insights. Collaboration and clear communication with both technical and business teams are among my strengths. Currently completing my MSc in Autonomous Systems, I have developed predictive models and automated data ingestion pipelines that significantly improve operational efficiencies. I am passionate about leveraging AI and ML tools to solve real-world problems and excited to continue growing my skills in data science and AI development.

Available to hire

I am an experienced data professional with a strong background in advanced data collection, modeling, and visualization. I have hands-on experience in finance environments and enjoy building robust end-to-end machine learning pipelines that deliver actionable insights. Collaboration and clear communication with both technical and business teams are among my strengths.

Currently completing my MSc in Autonomous Systems, I have developed predictive models and automated data ingestion pipelines that significantly improve operational efficiencies. I am passionate about leveraging AI and ML tools to solve real-world problems and excited to continue growing my skills in data science and AI development.

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Experience Level

Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate

Work Experience

Junior Associate within Quantitative Credit Research at Capital Four
August 31, 2024 - July 21, 2025
Developed ETL pipelines and automated ingestion and transformation of 15M+ daily market records from multiple sources, cutting manual overhead by up to 70% and enabling near real-time data access. Delivered predictive models for large time-series analysis, uncovering actionable trends and key metrics. Built and deployed real-time dashboards monitoring 10+ key performance indicators (KPIs), along with thorough statistical analysis, which reduced time-to-insight by 80% and enabled faster investment decisions. Delivered clear and engaging visual reports to non-technical stakeholders on a weekly basis, increasing the adoption of data-driven decisions across teams.
Student Assistant in Revenue Operations at Siteimprove
December 31, 2022 - July 21, 2025
Ensured consistency and quality of revenue and operational data across multiple systems. Delivered ad-hoc reports and data insights to support sales team operations and strategic planning.
Artificial Intelligence Intern at KNTU
October 31, 2021 - July 21, 2025
Led full-cycle predictive modelling initiatives on datasets exceeding 10M rows, achieving high-accuracy forecasts that informed academic and operational research outcomes. Uncovered latent patterns in unstructured data using ML clustering algorithms (e.g., K-means, DBSCAN), providing actionable insights for research teams and exploratory analysis. Evaluated neural networks using precision/recall metrics and optimized pipelines for deployment.

Education

MSc at Technical University of Denmark
February 1, 2022 - July 31, 2024
BSc at Hamedan University of Technology
September 1, 2014 - September 30, 2018

Qualifications

Generative AI Advance Fine-Tuning for Large Language Models (LLMs)
January 11, 2030 - July 21, 2025
Exploratory Data Analysis for Machine Learning
January 11, 2030 - July 21, 2025

Industry Experience

Financial Services, Software & Internet, Education

Experience Level

Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate