Hi! I'm Harsh
With 3+ years of experience working with python, machine learning, and problem solving. I am a machine learning engineer with a passion for solving problems with my skills and I'm looking forward to more challenging roles.
Work Experience
- Machine Learning Engineer
- Analyzed and classified historical ticket and events data, accelerating troubleshooting and issue resolution by 50%. Also, played a pivotal role in crafting a web application using a streamlit python package to showcase various trends and reports.
- Built a prediction model for device outages and failure on the basis of various device performance metrics using machine learning algorithms like random forest, also works on finding outliers.
- Developed a POC for the retail unit to analyze marketing advertising spending and its impact on overall sales profitability. This involved crafting a dataset, conducting preprocessing, and constructing a regression model to forecast total sales. Additionally, generated an EDA report utilizing the plotly package.
- Collaborated in a healthcare team, incorporating cleaning and visualizing a large dataset, using pyspark for efficient data handling, resulting in a 70% model efficiency boosted through feature engineering.
- Software Developer
- Encorporated automation for matplotlib graphs for the monitoring of the installed servers.
- Created Python scripts for automation of VNF(Virtual Network functions) file generation and deployment process, achieving a 40% reduction in process time.
- Building end-to-end server-client interface using spring boot, also helped in introducing an android app to test all the required use case scenarios.
Projects
Dimond Price Prediction
