Ekanshu R.

Data Scientist with 5+ years building machine learning, deep learning, and NLP solutions from descriptive analysis through predictive and prescriptive modeling. My work spans the full analytical lifecycle: extracting and cleaning data from diverse database sources, applying statistical rigor (parametric and non-parametric hypothesis testing, probability distributions, inferential statistics) before building models, and validating results so predictions hold up beyond the training set not just look good on paper. Recent work includes LiDAR sensor drone data analytics, device failure prediction using log analysis, and image/video analytics projects (object detection, anomaly identification). I work primarily in Python and R, with TensorFlow for deep learning, and Tableau for communicating results to non-technical stakeholders. I care about delivering models that are explainable and production-ready, not just accurate in a notebook.