Jonathan Kisch Email & Phone Number

San Francisco, Ca, Us

San Francisco, Ca, Us

Worldwide, Oo

Worldwide, Oo

Designed client MLOPS strategy and built POC production infrastructure for ensemble model AIsolution with .97 AUC to address operational efficiencies accounting for $200M in losses.• Mitigated $10M of revenue and compliance risk by designing SQL-Server queries to identifymisaligned data between multiple core business systems.• Developed core NLP deep learning models to identify medical contracting exclusion criteria andlinked to pricing tables identified by training a Cascade mask R-CNN HRNet computer visionmodel to identify tables and underlying structure.• Led data engineering effort to create proprietary RedShift transformations that reduceddimensionality of medical claims data using weight of evidence.• Architected and authored solution to convert SAS execution stack into Python, providingcapability to automatically integrate into 6 industry DBMS for legacy ETL processed previouslybuilt in SAS.

Since my junior year of high school I have provided one on one private tutoring to high school and college students ranging from courses as simple as Algebra to courses as complex as multivariate statistics.

In charge of writing code to enable spatial data analysis on 12 years of fishing effort patterns along the central coast of California. Through parallelization, enabled analysis to be done on a 100 times more fine scale than previous research by leveraging iterative numerically stable algorithms for computing means and standard deviations as well as utilizing multiple cores on the CPU. For my senior project I wrote a paper describing how to begin to understand and write parallel code in the R environment to enable students to do analysis on larger data sets on personal computers.

Conducted independent research on sentiment analysis on unsupervised data mined Twitter data. My research primarily focused on two components. The first was creating a robust JSON dictionary of slang and acronyms to replace with actual English words with the use of Markov Chains and web scraping. The second was extending Turney's method that used Pointwise Mutual Information to take into account the distances of words to emoticons and positive/negative words when calculating probabilities.

Paso Robles, California, Us

I collaborated with an industrial and manufacturing engineering student and her advising professor by providing a more accurate mathematical solution to estimating volumes within large production wine tanks. Worked directly with winery employees to get accurate measurements on tanks at the production facility. Using the new model and measurements, I wrote a Python script to return quarter inch breakdowns of volumes within 9 styles of tanks allowing a MS Access Database to be built for quick lookup for winemakers during the winemaking process.

San Luis Obispo, Ca, Us

"The primary goals of the Educational Opportunity Program (EOP) are to improve the access, retention and graduation of students who have been historically, economically and/or educationally disadvantaged." I assist the EOP program by providing one on one tutoring for EOP students in mathematics and statistics courses. My courses tutored so far are Linear Algebra II , Calculus II, Calculus III and Statistics 301.

Provided grading services for business statistics class.

San Luis Obispo, Ca, Us

I worked with Meathead Movers during the summer leading up and through my sophomore year. Meathead Movers provided me with flexible scheduling to work between classes. Through training and attaining status of a Mentor I developed both leadership and customer service skills working with moving crews of upwards of 12 workers and being responsible for being the first line of contact for clients. In addition, I handled legal paperwork, insurance policies, and billing for clients.

Minor, Applied Mathematics

Bachelor Of Science (B.S.), Statistics

Computer Science