Experience

Carlson Analytics Lab

• United States
• Information Services
• 1 - 100 Employee

• Clustering Based Anomaly Detection – Industrial Process | (Python, SQL)

  • Jan 2023 - May 2023

  Minneapolis, Minnesota, United States - Developed an ETL pipeline for data received from various sensor inputs throughout an industrial process. - Conducted ARIMA, PCA, and multiple time series-based clustering approaches to discover probable anomalies indicating a malfunction had potentially occurred. - Presented our findings to the client and established a procedure for the labeling of future data.

• Data Visualization - Test Performance | (Python, R, SQL, Tableau)

  • Sep 2022 - Dec 2022

  Minneapolis, Minnesota, United States - Merged, aggregated, and cleaned various datasets to obtain a user level granularity. - Engineered valuable features from the dataset and mapped users based on test results to visualize any geographical based disparities in test performance. - Presented findings to assist the client company in allocating the resources more effectively.

• Machine Learning Feature Analysis – Media | (Python, R)

  • Jul 2022 - Aug 2022

  Minneapolis, Minnesota, United States - Aggregated various datasets to uncover effective features in explaining the donations received. - Utilized machine learning to estimate the impact that each unique source of earned media had on the donation amounts received by the client company. - Presented findings to assist the client company in allocating their resources to pursue the earned media channels predicted to yield the highest donation return.



Northmarq

• United States
• Real Estate
• 700 & Above Employee

• Loan Portfolio Analyst II

  • Nov 2021 - Apr 2022

  Minneapolis, Minnesota, United States - Effectively managed and serviced a securitized multifamily loan portfolio. - Audited new loans being added into internal systems to ensure all loan requirements were being accurately monitored. - Analyzed periodic financial statements and rent rolls for multifamily properties in accordance with client lending institution requirements.



Western Alliance Bank

• United States
• Banking
• 700 & Above Employee

• Senior Credit Analyst - CRE

  • Feb 2021 - Oct 2021

  San Diego, California, United States - Performed diligent underwriting of construction, term, and bridge credit requests to identify various risks and mitigating factors associated with real estate secured financing requests. - Generated CoStar market insight reports to verify feasibility of prospective projects. - Efficiently managed relationships, and expectations of new, and existing clients. - Lead cross-functional communication between closing, legal, and appraisal departments.

• Credit Analyst - Commercial Banking Development Program

  • Jun 2019 - Feb 2021

  San Diego, California - Collaborated in underwriting various real estate credit facility, and modification requests. - Analyzed PPP loan requests with a team to ensure they fulfilled various threshold requirements. - Performed in depth analysis of complex financial statements, ensuring compliance with various debt covenants to support loan portfolio management. - Developed and lead an interactive study to teach other credit analysts about real estate financing.