Adith Prabukumar

Background

About Adith Prabukumar

Believe in your instincts, but validate with data."With more than 2 years of industry experience, I'm a seasoned Data/ML practitioner who brings a distinctive skill set encompassing data engineering, machine learning, and business analysis.In my current role within the data team at Frontier Science Technology, I'm deeply immersed in processing extensive clinical data while adhering to FDA standards. This involves skillful utilization and optimization of SQL DDL and DML commands.My skill set spans a wide range:‍ Proficient in programming languages such as Python (Numpy, Pandas, NLTK, Spacy, Scikit-Learn), PySpark, SQL, and Tableau. Experienced in Big Data Tools & Frameworks, including Apache Spark, Hadoop, ETL data pipelines, Apache Airflow, Apache Oozie, Hive, and AWS services (EMR, S3, EC2, Lambda, SNS, Glue, Redshift), along with lakeFS.🧰 Skilled in Version Control Systems (VCS), DevOps tools, and miscellaneous tools like PyCharm, Git, Jira, Jenkins, and Docker. Possess a strong statistical foundation covering Inferential Statistics, Experimental Design, Hypothesis Testing (A/B Testing), and Regression Analysis.🤖 Well-versed in Machine Learning techniques such as Regression Modeling, Random Forest, XGBoost, kNN Classifier, K-means Clustering, Feature Extraction (PCA, Factor Analysis), and Natural Language Processing methods for Text Analytics. Additionally, I've delved into Convolutional Neural Networks. Deep understanding of diverse business domains, including Enterprise Data Analytics (Data Warehousing), Sales and Marketing Analytics, Customer Segmentation, Customer Lifetime Value and Retention Analysis, Customer Success KPIs, and Product Analytics.Feel free to reach out if you have any questions or need further details! Contact - adithprabu27@gmail.com