Ashish Pandey
Energy Data Analyst @Entrix
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WORK HISTORY
Energy Data Analyst @Entrix
Munich, DE
EDUCATION
Satluj Public School
Senior secondary school, Science
UPES
Bachelor of Technology (B.Tech.), Electrical Engineering
Ulm University
Master's degree, Energy Science and Technology
SKILLS
ABOUT ASHISH PANDEY
Transforming Energy Data into Sustainable Solutions | Recent Energy Science GraduateI specialize in applying machine learning and data analytics to solve real-world energy challenges. At Technische Hochschule Ulm, I developed advanced forecasting models that achieved 93% accuracy (R²) for solar power prediction and optimized systems to reduce deployment overhead by 92%.What I bring to the table:Energy Analytics: Built LSTM/GRU models for German electricity load forecasting with 94.2% accuracySolar Power Forecasting: Developed CVAE models achieving median MAE of 0.38 kW across 12 PV systemsSystem Optimization: Reduced Docker image sizes from 1.3GB to 100MB for real-time analytics deploymentFleet Operations: Led 200+ vehicle fleet management system rollout, improving operational efficiencyRecent Projects: Standard Load Profile Analysis: Uncovered ±20MW seasonal drivers using weather data integration IoT Weather Station: Built real-time monitoring system with Raspberry Pi and Grafana dashboards German Grid Forecasting: Created end-to-end ML pipelines for 24-hour ahead load predictionsTech Stack: Python, MATLAB, TensorFlow/Keras, Power BI, InfluxDB, Docker, scikit-learn, GCP(learning)I\'m passionate about leveraging data science to accelerate Germany\'s energy transition. Whether it\'s optimizing renewable integration, improving grid stability, or enhancing energy storage systems, I turn complex data into actionable insights.Ready to contribute to your energy analytics team. Let\'s connect!
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