WORK EXPERIENCE Inecta (Python Data Analyst - Dash [September 2022 - September 2023]) • Worked on Plotly Dash based reports for in-house teams and multiple clients.
• Created CLI scripts for Dash server automation.
• Technologies Used - Python, Plotly Dash, Dash Design Kit, Dash Core Components, Numpy, Pandas Blume Global (Software Engineer - Data Science [Nov 2021-July 2022])
• Worked on Code Optimisation, batch processing to improve the performance of API calls.
• Improved the performance of existing ML models by more than 50% in terms of execution time.
• Migrated the existing python code to PySpark code for scalability
• Built a Machine Learning model to predict the lead-time for Rail Route in supply chain management(SCM).
• Built a prediction accuracy logger to log the accuracies of the existing ML models and compare it with the actual results.
• Technologies Used - Python, Numpy/Pandas, FB Prophet, sklearn, Flask, MongoDB, PySpark, Hive
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