Aditi S. Email & Phone Number

Ireland

Dublin, County Dublin, Ireland

• Conducted data collecting, cleaning, preprocessing, data manipulation and technical analysis to train raw data which enhanced data quality which gave best visual dashboards to identify trends and draw insights.
• Used SQL to create and review queries to extract relevant subsets from large databases to ensure efficient data handling.
• Performed end-to-end, regression, unit, API testing to ensure quality of fortnightly product releases.
• As we identified areas of improvement, resulted successfully developing a supervised machine learning model which automated the process of checking the credit score on alternate data.
• Used quantitative and statistical analysis to aid data-driven decision-making. Also, to check the performance of the model A/B Testing was carried.
• Assisted and contributed with the development team and validated the dashboards which further combined analytical knowledge with business insights. Resulted in actionable data and insights, driving strategic decisions.

Galway, County Galway, Ireland

• Data Processing: Preprocessed and cleaned 1 million text data to remove noise, normalise text, handle encoding issues, tokenise sentences, and extract relevant features for input into NLP models.
• Algorithms: Designed and developed algorithms and models for various NLP tasks, including text classification, sentiment analysis, named entity recognition, part-of-speech tagging, machine translation, and text.
• Collaborated within a multidisciplinary team to enhance natural language processing (NLP) models through meticulous annotation of large datasets, as well as optimisation of model hyperparameters.
• Developed scripts for annotating multilingual text data, gaining insights into language nuances and cultural contexts. Documented annotation processes, guidelines, and practices, contributing to an internal knowledge.

India

• Designed, implemented, and maintained ETL pipelines processes to facilitate the migration of data from source to target systems after data quality assurance and cleansing.
• Conducted comprehensive assessments of underlying data structures, formats, quality issues, and dependencies.
• Optimised data migration processes, resulting in a 30% reduction in migration time and a 20% reduction in resource consumption.
• Ensured compliance with data security requirements stated by client as per GDPR norms maintaining a perfect record of zero data breaches with the data migration team cohort.
• Participated in daily stand-up meetings to provide updates on progress, address any roadblocks, and coordinate with team members to ensure smooth project execution and adherence to agile methodologies.
• Actively participated in sprint planning, refinement, and retrospective meetings, while providing code reviews to ensure adherence to best practices, agile methodologies, and code quality.

Master'S Of Science, Data Analytics

Bachelor'S Degree, Electronics Engineering

Activities and Societies: B.E Final Year ProjectIntelligent Farming Decision System - A combined project on hardware and software.