Amanda Flaxman Email & Phone Number

Developed a robust document analysis framework integrating OCR (Tesseract), image processing (PyMuPDF, OpenCV), NLP techniques (spaCy), with comprehensive logging for enhanced traceability and debugging. Overcame non-standard PDF encodings to improve data extraction reliability and significantly improving operational efficiency.

Persona Segmentation Leadership: Directed task force within marketing data science team to conceptualize and deploy a data-driven advertising program. Influenced targeted advertising for 230M Americans by identifying 24 unique characteristic and spending based persona segments.Revenue Generation: Agency secured over $10M in new business revenue using.

Automated Reporting: Developed automated reports leveraging newly-acquired marketing data assets, detailing audience viewing habits to optimize targeted advertising strategies.Client-Centric Impact: Established a new reporting standard catering to the needs of the client-facing data solutions team, offering deep insights into audience preferences for.

Chicago, Illinois

- Create dynamic web applications using R Shiny, Azure DevOps, and Git to automate specific processes and convey insightful results via interactive data visualization - Predict desirable MSAs to live in amidst coronavirus pandemic. Use k-means clustering algorithm to classify growing, declining, and stable areas based on real estate demand, then perform a.

Chicago, Illinois

- Data science/informatics analyst duties include providing statistical support, managing data, and incorporating clinical knowledge into analysis and reporting. Helps with collecting, cleaning, and analyzing data at all stages of research/development, implementation, and analysis. Completes projects using multiple software programs, such as R, SAS.

Ravenswood, IL

- Find key factors (i.e. if members are connected with a primary care physician, etc.) that could potentially reduce hospitalization costs and rates- Generate business insights that will determine which risk factors are associated with high-user (high hospitalization & ER rates) status - Address high-user members and create a multivariate model to appoint.

Arlington Heights, IL

- Designed fraction factorial block experiments testing different anti-corrosive paints (i.e. graphite-infused, commercial standard, etc) in a saline spray machine in order to find the optimal paint that will withstand conditions on an oceanic coast- Calculated MANOVA and repeated measures of results for experiments involving coated/uncoated steel panels.

- Framed business questions that allowed for the investigation of serious, transmission, and distribution events based on behavioral audit data in an effort to prevent infrequent incidents- Queried behavioral audit and incident event data from an Oracle Hyperion database to perform multiple statistical analyses in R and proposed important changes to upper.

- Study linguistic rhythmic differences between American English to British English and other types of English in written texts- Encode context tree weighted algorithms (variable length Markov chain) (binary sequential procedure, created in R) to display the subtle differences in dialects of English based on syllable stress, phonological words, and.

Arlington Heights, IL

- Conduct innovative research and testing on new graphite and lithium battery products to ensure energy efficiency and longevity- Analyze properties of graphite under nanotechnological examination- Utilize data analysis and construct mathematical algorithms to guarantee correctly programmed machinery and a high quality product output- Oversee battery.

Arlington Heights, IL

- Assisted laboratory engineers with ensuring energy efficiency in battery products- Developed laboratory acumen through first assisting and then conducting research in atomic absorption spectroscopy, cathode production, and properties of graphite- Provided support with data analysis and project math model building

- Assisted with the recruiting, hiring, and training of new student callers- Monitored, coached, and supervised calls to alumni, parents, and other constituents- Developed competency using RuffaloCody’s CampusCall software- Managed and produced data analysis reports detailing participant characteristics and vital information- Overall stats – Dollars.

Master Of Science (M.S.), Statistics

Bachelor Of Arts (B.A.), Mathematics; Environmental Studies

Activities and Societies: League of Environmental Awareness and Protection, Delta Delta Delta, Four-Wall HandballGraduated with double.