Soham Mandal
Analytics Engineer Ii @Loop
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WORK HISTORY
Analytics Engineer Ii @Loop
Chicago, IL, US
Modern transportation spend platform backed by Index Ventures, Founders Fund, JPM, 8VC and Susa
EDUCATION
University of California, Berkeley
Bachelor's degree, Data Science
University of Chicago
Master of Science - MS, Applied Data Science
Delhi Public School - R. K. Puram
High School, Mathematics, Computer Science, Physics, Chemistry, English, Fine Arts
ABOUT SOHAM MANDAL
With technical expertise in data engineering and machine learning coupled with product and business acumen, I excel in turning complex data into valuable products. I have a proven track record of leveraging Python, SQL and cloud technologies to drive data-driven strategies across cross-functional teams. My key skills include:• Developing ELT/ETL pipelines using Python, AWS, Snowflake, Airflow, Dagster, dbt (Data Build Tool), Docker• Applying machine learning techniques to a variety of problems in NLP, deep learning and classical ML• Working with databases, data lakes and warehouses (Snowflake, AWS S3, Presto, Postgres) and formulating advanced SQL• Software engineering in Python including knowledge of data structures, algorithms, object-oriented programming, shell scripting, git and developer tools• Designing experiments and performing hypothesis testing with strong foundations in probability and statistical inference• Collaborating cross-functionally with strong communication skills and deep understanding of product and business needs
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