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Pratik Thakur

@pratikthakur9797

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I build scalable data pipelines, financial analytics, and machine learning solutions for enterprise clients.

India

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What I'm looking for

I'm looking to build scalable data, analytics, and machine learning solutions that improve enterprise decision-making, operational efficiency, and reporting accuracy.

I'm currently building financial data pipelines and performance reporting infrastructure at Addepar for institutional wealth management clients.

I improved portfolio reporting accuracy across asset datasets exceeding $9T AUM, resolved cross-border reporting discrepancies, and built scalable Databricks and MongoDB pipelines for high-volume analytics.

Previously at SoftSensor AI, I developed demand forecasting, workforce optimization, production scheduling, and route optimization models for aviation, logistics, manufacturing, pharmaceutical, and beverage clients. My work contributed to a logistics engagement that improved profit margin by over 20% within one year.

I also founded ESQB Technologies, where I led data-centric web application delivery for government, education, and private-sector clients and grew the company to profitability in its first year.

Experience

Work history, roles, and key accomplishments

Current

Data Analyst II

Current

Addepar

Jan 2024 - Present (2 years 8 months)

Improved portfolio performance reporting accuracy across asset datasets exceeding $9T AUM by developing advanced analytics workflows and structured data models. Designed and maintained scalable data processing pipelines using Databricks and MongoDB to support high-volume financial analytics and AI-driven reporting capabilities.

Data Modeling ETL Databricks MongoDB Python PySpark AWS Power BI Statistical Analysis Data Visualization

Data Analyst

SoftSensor AI

Apr 2022 - Jan 2024 (1 year 9 months)

Built and deployed ML models for demand forecasting and workforce optimization across aviation, logistics, and manufacturing clients using Scikit-learn, TensorFlow, and Keras. Designed production scheduling, demand forecasting, and sales route optimization models for a leading domestic beverage manufacturer, and led FP&A model design for a top European pharmaceutical company.

Machine Learning scikit learn TensorFlow Keras Feature Engineering Hyperparameter Tuning AWS Glue S3 Lambda ETL Data Visualization Unit4 FP&A

Founder & CEO

ESQB Technologies

Nov 2020 - Aug 2023 (2 years 9 months)

Founded and scaled an information services firm, leading end-to-end delivery from requirements analysis and solution architecture through to implementation. Developed data-centric web applications for local government bodies, educational institutions, and private enterprises, and led the company to profitability within its first year.

Data Analysis Web Applications Business Development Data Collection Reporting