Animesh Jain
@animeshjain
Data Engineer (AI & ML) at PUMP ACADEMY
India
Results-driven Data Engineer with strong expertise in AI, Machine Learning, and advanced analytics, delivering scalable data pipelines, predictive models, and actionable insights. Experienced in data preprocessing, feature engineering, model development (Prophet, ARIMA, LSTM), and optimization algorithms.
Experience
Data Engineer (AI & ML)
PUMP ACADEMY
Designed and deployed end-to-end time-series analytics pipelines for large-scale sensor data (TDP, PMW, vibration, temperature, power), enabling high-quality insights across multiple pumping stations. Achieved 90-95% forecasting accuracy for power, vibration, temperature, and flow parameters by integrating Seasonal-Trend Decomposition (STL)-extracted trends with Prophet, ARIMA, and SARIMA time-series models. Developed hybrid forecasting pipelines combining trend decomposition + Prophet/SARIMA, enabling highly reliable fault prediction and early anomaly detection for pumping systems. Built advanced outlier detection modules using MAD, rolling statistics, and comparative signal validation, significantly improving data trustworthiness for forecasting models. Delivered high-quality analytical dashboards visualizing trends, seasonality, forecast intervals, anomaly bands, and fault-risk zones, enabling operations teams to make data-driven decisions.
Education
INDIRA GANDHI NATIONAL OPEN UNIVERSITY
Master of Computer Applications
MAHARAJA CHHATRASAL BUNDELKHAND UNIVERSITY
Bachelor of Arts
Mathematics, Economics Hons.
Licenses & Certifications
Certified Master's Program in Data Science
The Skillians
SQL Course
Cuvette Tech