Shreejay Mane
Software Developer
- Role
- Full Stack Developer at Indian Navy
- Location
- Sangli, IN
- LinkedIn followers
- 500 followers
Experience
Full Stack Developer
May 2024 — Present · Mumbai, IN
Contributed to the development of an Integrated Logistic Management System (ILMS) to streamline logistics operations, improve supply chain efficiency, and optimize inventory management.•Contributed to development of machine learning-based Annual Consumption Level Prediction system to support inventory planning, leveraging predictive analytics to optimize resource allocation and demand forecasting. Utilized Python libraries including Pandas, NumPy, Statsmodels, and Matplotlib to handle data preprocessing, analysis, and visualization.•Implemented various statistical models such as Linear Regression, Holt-Winters, Croston\'s method, TSB,Prophet, and Recurrent Neural Networks (RNN) for time-series forecasting and demand prediction.•Developed and fine-tuned forecasting models to improve accuracy and reliability, ensuring better decision-making in inventory management
Education
Sanjay Ghodawat University
Master's degree
2020 — 2022
Shivaji University
Bachelor of Engineering - BE
2015 — 2019
SunBeam Institute of Information Technology, Pune-Karad
Post Graduate Diploma
2023 — 2023
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