Ajaya Nagaraja
Dublin
Summary
A data-driven problem solver, passionate about leveraging advanced analytics to drive business impact. Strong foundation in statistics and machine learning, collaborating effectively with cross-functional teams in developing scalable solutions. Proficient in data analysis, visualization, and modeling, always eager to learn and explore new technologies.
Overview
2
2
years of professional experience
1
1
Certification
Work History
Crediwatch Information Analytics Private Limited
06.2023 - 08.2024
- Optimized data extraction with efficient querying, reducing retrieval time by 4% and saving hours every week
- Automated cleaning and preprocessing, improving data quality and cutting prep time significantly
- Hands-on experience in developing a comprehensive credit risk signals, contributing significantly to its design, development, and implementation
- Developed 17 credit compliance signals under tight deadlines within 1 week, significantly enhancing the company's value and decision-making capabilities
- Built a custom string matching algorithm tailored to client requirements, effectively resolving name-matching challenges for over 10,000 names and improving data accuracy, also hosted it on an API endpoint for ease of use
- Built 12 fraud signals in under 4 days, adhering to government compliance standards, significantly enhancing fraud detection capabilities
- Hands-on experience in developing credit risk model, Built an ML model for trust score, significantly increasing the company's revenue by 5%, where I was actively involved in model building and testing
INeuron
12.2022 - 01.2023
- Built a project on flight fare prediction using Python, Flask API
- Hosted it on a cloud platform called Render
Education
Master of Science - Data Analytics
Dublin Business School
01.2026
MCA -
Dr.Ambedkar Institute of Technology
01.2023
BCA -
Global Institute of Management Sciences
01.2021
Skills
- Machine Learning
- Time Series Forecasting
- Natural Language Processing (NLP)
- Neural Networks
- Statistics
- Data Structures
- Databases - Mongo DB
- Databases - SQL
- Languages - Python
- Web Framework - Fast API
- Web Framework - Flask
- Version Control - Git
- Libraries - Pandas
- Libraries - NumPy
- Libraries - TensorFlow
- Libraries - Matplotlib
Certification
- AWS Data Analytics Fundamentals
- SQL for Data Analysis
- Best Practices for Data Warehousing using Amazon Redshift
Extra-Curricular Activities
Contributing ML projects on Kaggle and participating in competitions. Leetcode 100 day consistency badge.
Timeline
Crediwatch Information Analytics Private Limited
06.2023 - 08.2024
INeuron
12.2022 - 01.2023
MCA -
Dr.Ambedkar Institute of Technology
BCA -
Global Institute of Management Sciences
Master of Science - Data Analytics
Dublin Business School
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