Siddharth Sandu
Mumbai
Summary
Result-driven Data Analytics Engineer with 2+ years of experience in designing scalable pipelines, building predictive models, and delivering actionable insights to optimize business operations and decision-making.
Overview
1
1
year of professional experience
Work History
Data Analytics Engineer
GaiaViz
Virginia
08.2024 - 12.2024
- Developed a financial flow framework to analyze $500M+ donor-recipient disbursements for United Nations Sustainability goals 2030.
- Built an automated data pipeline, ensuring 100% data integrity through cleaning, de-duplication, and transformation.
- Conducted comparative trend evaluation and policy insights enhancing tracking and visualization of global disbursement activities.
- Optimized GaiaViz's graph visualization system, enabling advanced insights into donor-recipient dynamics.
Inventory Analyst
Mason Recreation
Fairfax
08.2023 - 12.2024
- Developed a Python script to automate the processing and segregation of staff and visitor data, improving efficiency and data accessibility.
- Managed comprehensive inventory of gym equipment, ensuring accurate tracking and timely maintenance.
- Conducted monthly financial audits, analyzing income and expenditure data to support financial decision-making.
- Led the implementation of the current hiring process, enhancing the efficiency of candidate selection and onboarding.
- Awarded as the Best Employee for exceptional contributions to operational efficiency and inventory management.
Operations Research Analyst
Shop Online
New York
08.2024 - 10.2024
- Automated web scraping, enhancing contact data precision for 2000+ warehouses by 95%.
- Conducted advanced analysis of warehouse layouts, increasing operational productivity by 50%.
- Developed a scalable database to manage terabytes of market and operational data efficiently.
- Led trend identification from real-time datasets, optimizing product manufacturing for 200+ manufacturers.
Education
Master of Science - Data Analytics Engineering
George Mason University
Fairfax, VA12.2024
Bachelor of Engineering - Information Technology
St. Francis Institute of Technology
Mumbai, IND05.2022
Skills
- Data Science
- Data Modeling
- Data Warehousing
- Process Optimization
- Statistical Analysis
- Advanced Reporting
- Big Data Management
- ETL Processes
- Machine Learning
- Data Analytics
- Data Engineering
- Python
- R/RStudio
- SQL
- PySpark
- OpenCV
- Hadoop
- Databricks
- MongoDB
- AWS
- Power BI
- Tableau
- Microsoft Office 365
- RapidMiner
- PostgreSQL
- Collaboration
- Problem Solving
- Critical Thinking
- Stakeholder Communication
- Cross-Functional Team Leadership
Projects
Ship Wake Classification Using Hybrid Transformers, Classified maritime vessel types using SynthWakeSAR datasets, achieving 92% accuracy. Enhanced performance by 1.4% through embedding augmentation (E-Mixup, E-Stitchup). Leveraged Google Colab T4 GPUs for computational efficiency. Predicting Fuel Efficiency with Machine Learning, Developed a machine learning pipeline achieving 95% accuracy in accurately predicting the MPG of a car. Car Crash Prediction and Analysis Using Machine Learning, Architected predictive models (87.71% accuracy) on car crash datasets employing advanced geospatial analytics, feature engineering.
Certifications And Publications
- Sports Predictor Using Machine Learning Algorithm, Futuristic Trends in Computing Technologies and Data Sciences, Volume 2, Book 18, Part 1, Chapter 7, pp. 72-82, 11/01/22
- Artificial intelligence and Machine Learning, IIT Guwahati and AICTE - Imarticus Learning
- Python Programming, Imarticus Learning
Timeline
Data Analytics Engineer
GaiaViz
08.2024 - 12.2024
Operations Research Analyst
Shop Online
08.2024 - 10.2024
Inventory Analyst
Mason Recreation
08.2023 - 12.2024
Master of Science - Data Analytics Engineering
George Mason University
Bachelor of Engineering - Information Technology
St. Francis Institute of Technology
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