Shubham Parashar

Certified data science professional with 5+ years of experience in analyzing data , Machine Learning modelling and preparing meaningful visualizations.

• Proficient in translating complex data into actionable insights through strategic exploration, feature engineering, and impactful visualization. Adept at implementing advanced techniques for feature selection, handling missing values, and outlier detection to reduce data preprocessing time and improve model training efficiency. Skillful in creating Tableau dashboards to showcase insightful visualisations from complex data.
• Led the overhaul of data preprocessing pipelines, implementing advanced techniques for feature scaling, handling missing values, and outlier detection, resulting in a 25% reduction in data preprocessing time
• Developed ML models for predicting probable fault regions and life of equipment with their deployment using flask application framework resulting in 20% increased efficiency in process cycle
• Developed custom SQL queries to mine and manipulate large datasets to optimize data retrieval and increase process efficiency by 20%
• Created interactive Tableau dashboards to monitor the inspection load and generate insights on stores demand for projects resulting in report generation time from 3 days to 1 day

Designed machine learning algorithms to optimize model performance, resulted in a 20% increase in accuracy for a system life forecasting project. Implemented a model strategy to find the impact of forces on a system and its relation with the material resulting in 25% reduction in time resource. Conducted exploratory data analysis on system testing data, uncovering patterns that guided product design modifications.