CeADAR Ireland

Data Scientist

Qache

• Developed webapp for dynamic prize-linked savings on Ethereum using Python, Flask, React

• Marketing analytics and experiments to improve conversions

• NDRC Pre-Accelerator 2024

Founding Engineer

Idiro Analytics

• Analyzed trade data for P2P currency trading platform to determine reasons for revenue dips and created cohorts based on trade behaviours for customized marketing using Python, SQL and sklearn

• Worked on Marketing Budget Optimization using Markov Chains to improve on existing attribution modelling regimes using Python and Optuna

• Created beta dashboard for AI explainability project that aims to help decision makers understand ML model predictions using Python, shap library and Plotly Dash

• Created D-Tree with t-SNE projections to identify actions performed by horses from sensor data using Python, sklearn

Bosch

• Created webapp to monitor client support tickets and performed data analysis using Python on ticket data to create actionable insights

• Analyzed project usage data using Python and automated version migration for MF ALM reducing migration duration by 60%

• Developed API credential management solution and Access right management solution for ALM using REST, C# and SQL

• Received Bright Beginner award for contributions to department

Associate Software Engineer

Wipro Limited

• Worked on log analysis of Holmes Chatbot for operational intelligence using Splunk

• Worked on training NLU Models for Holmes using Rasa
• Data Analysis of Wipro Helpline Message dump to enhance NLU models using NLP and ML

• Created visualizations using Splunk to find insights into human-chatbot interactions

AI Intern

I'm a Data Scientist with 4 years of diverse experience across MNCs, scale-ups, and startups. Currently, I work as a Data Scientist at CeADAR, Ireland's national AI research center, designing and implementing cutting-edge artificial intelligence applications for industry partners.

Previously I handled the tech stack for a financial startup, creating products from inception to production.

My early career includes roles as a Data Scientist at Idiro Analytics, where I solved complex problems across marketing optimization and AI explainability, and as an Associate Software Engineer at Robert Bosch, where I developed automation solutions that enhanced operational efficiency.

Feel free to reach out at jayapraa@tcd.ie

Competencies: AI, Python, SQL, Machine learning, Product Engineering

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