Ashwini J.

About Ashwini J.

I\'m a Data Scientist and Machine Learning Engineer with over 6 years of experience turning complex data challenges into elegant, scalable solutions.At 1GEN, I\'ve built the foundation for data-driven decision making—from ground zero. I developed our Usage Data Analytics Portal that processes hundreds of thousands of records, created ML-powered recommendation systems, and led the statistical architecture for N Score, a comprehensive performance measurement framework using regression analysis, PCA, and predictive modeling.My work spans the full data science lifecycle: web scraping and ETL pipeline development, NLP-based information extraction from unstructured text, semantic web applications using RDF and SPARQL, and executive dashboard creation in both Django and Excel. Yes, Excel—I believe in using the right tool for the job, whether that\'s advanced Python libraries or Power Query and VBA for rapid analytics.What drives me: Extracting meaning from messy, real-world data. Building systems that don\'t just analyze the past but predict the future. Creating tools that make complex insights accessible to non-technical stakeholders.Technical toolkit: Python (NumPy, Pandas, scikit-learn), R, Advanced Excel (Power Query, Power Pivot, VBA), GraphDB, MongoDB, Neo4j, Django, Flask, NLP, Semantic Web Technologies (RDF, SPARQL), Statistical Modeling, Machine Learning, Data VisualizationI\'m passionate about continuous learning in AI/ML and always interested in connecting with fellow data practitioners, discussing challenging problems, or exploring new opportunities where I can make an impact.Let\'s connect!

Experience

1. VP of Product Engineering

   1GEN

   Mar 2026 — Present

Education

• JIMS ENGINEERING MANAGEMENT AND TECHINICAL CAMPUS

  Bachelor of Technology (B.Tech.), Computer Science

  2013 — 2017