Default profile banner
AK

ARASA KUMAR B

@arasakumarb

Data Analyst at UCAL EXPORTS

Chennai

UCAL EXPORTSAnnamalai university

Results-oriented Data Analyst with 3.5+ years of expertise in data analysis, machine learning, and data visualization. Adept at leveraging Python, SQL, and Power BI to deliver actionable insights and improve business outcomes. Proficient in automating workflows, optimizing data pipelines, and implementing data-driven solutions. Demonstrated ability to collaborate with leadership teams, enhance operational efficiency, and drive success.

Experience

Data Analyst

UCAL EXPORTS

•Dec 2024 - Present•Chennai

Spearheaded pricing workflow optimization and process automation to align with organizational goals. Led the Price Automation Project, automating MS Excel data preprocessing, transforming raw data into pandas Data Frames, and integrating with PostgreSQL databases, reducing manual intervention by 80% and processing time by 30%. Engineered secure and efficient database management systems using PostgreSQL, ensuring accurate and reliable data storage and utilized Python for data transformation, cleaning, and automation, boosting productivity and enhancing efficiency. Delivered actionable insights and strategic recommendations directly to the COO and CFO, enabling informed, data-driven decision-making and facilitated accurate and timely price updates, improving operational accuracy and contributing to business growth.

ML Data Associate 2

AMAZON

•Jul 2021 - Dec 2024•Chennai

Improved model performance tracking by 25% through advanced development, testing, and validation processes, resulting in more accurate predictions. Annotated 5,000+ data points, creating high-quality training datasets that reduced model bias by 30%. Collaborated with machine learning engineers and data scientists on 5+ projects, accelerating project delivery timelines by 40%. Maintained and updated 20+ datasets and models, ensuring reproducibility and reducing errors by 25% through detailed documentation. Successfully aligned with stakeholders on 7+ projects, achieving 90% satisfaction in delivering results that met or exceeded business requirements. Ensured 100% confidentiality and compliance when handling sensitive information, maintaining data security and integrity.

Education

Annamalai university

MSc

Computer science

Jan 2018 - Jan 2020

Thiruvalluvar arts and science college

BCA

Jan 2015 - Jan 2018

Licenses & Certifications

Machine learning basics

Udemy

• No expiration

Python Basics

hackerrank

• No expiration

SQL Basics

hackerrank

• No expiration

Skills

Data Analysis (Advanced)
Linear Optimization
Power BI
Python
SQL
MS Excel
Pandas
Numpy
Dask
AWS sagemaker
Jupyter Notebook
Visual studio code
Data cleaning
preprocessing
feature engineering