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Machine Learning Engineer and Researcher

Location:
Brooklyn, NY
Posted:
January 26, 2024

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Resume:

Alexander B. Teich

ad24no@r.postjobfree.com *** *th Ave, Apt. 4C, Brooklyn, NY 11215 267-***-****

Applied Mathematician / Machine Learning Engineer

Holding Secret Level Security Clearance

EXPERIENCE

Engineering Scientist Associate Applied Research Laboratories- UT, Austin, TX Jun. 2019 - Aug. 2023

● Led design and development of ML models for Sonar development team.

● Collaborated with specialists in acoustics, autonomy, and robotics to develop deployable technology.

● Developed APIs to munge and collate data, assemble custom architectures, and test hypotheses.

● Initiated project ideas with prototypes to secure funding and investments.

● Enhanced target recognition, tracking, segmentation, and uncertainty quantification, leading to broad expansion of ML department.

● Mentored team on knowledge of learning curves, generalizability, domain adaptation, anomaly detection, and data drift.

● Contributed in hiring and developing ML department. Mathematics Instructor (various schools and cities) Jan. 2003 - Jun. 2017

● Taught all levels of secondary school math (AP Statistics, Calculus, Precalculus, etc.)

● Mentored student teachers, developed curricula, and sponsored numerous clubs and organizations. Directed a district-wide chess tournament.

Schools worked at, from most recent backward, were: Spring Woods High School in Houston, TX; Cambridge Rindge and Latin School in Cambridge, MA; University City HIgh School in Philadelphia, PA; World Communications Charter School in Philadelphia, PA; The Wheeler School in Providence, RI. Teacher Princeton Review (various cities) Mar. 2001 - Nov. 2008

● Worked as a classroom teacher and personal tutor, preparing students for the SAT, ACT, LSAT, and GRE. Travel Guide Editor Matchers, Inc., New York, NY Oct. 2001 - Mar. 2002

● Edited online travel guides. Fact-checked and improved copy. Animation Assistant Tapehouse Toons, New York, NY Jan. 2001 - May 2001

● Worked on animation for episodes of “TV Funhouse,” as seen on Saturday Night Live, and for “Lizzie McGuire." Cleaned keys, checked, and drew in-betweens; blandished and compiled scenes. EDUCATION

Rice University Houston, TX

MS in Applied Mathematics, completed May 2019; GPA of 3.57

● Concentration on Convex and Combinatorial Optimization.

● Developed ML model to anticipate epileptic seizures with EEG time series data. University of Pennsylvania Philadelphia, PA

MS Ed., Secondary School Mathematics, completed May 2005; GPA of 3.87 Brown University Providence, RI

Post Graduate work in Mathematics, 2003; GPA of 3.5 New York University New York, NY

BFA in Film (minor in Math) completed May 2000, and Post Graduate work in Mathematics, 2002-2003; GPA of 3.59 AREAS OF RESEARCH

Statistical Learning, Bayesian Methods, Conformal Prediction, Combinatorial Optimization, Graph Theory Research sample: https://arxiv.org/pdf/1805.10984.pdf SKILLS

PyTorch, Keras, TensorFlow, MLflow, Java, C/C++, Python, MATLAB, Gurobi, Pandas, Git, Bash, RHEL



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