Chelsi Smith Email & Phone Number

Ridgecrest, Ca, Us

United States

Ridgecrest, California, United States

Reduced mission planning time by 90% by implementing a new recommendation system using Sum-Product networks that learn from previous engagements.Delivered final recommendation system as a data engineer/scientist on a cross-functional team of 10 people.Expanded signal deinterleaving and classification capabilities to handle the top 10% of signals that couldn't previously be classified by applying novel signal clustering and identification methods.Designed three different algorithms that achieved 90% or greater on correctly identifying different time signals by clustering signals of multiple simultaneous sources in both the time and Fourier(frequency) domain.Researched and implemented novel approaches for data augmentation to build more robust models by creating generalized statistics of datasets to apply to other similar sparse datasets; Reduced the false positive rate of identification to below 5%.Consolidated sensor data processing and visualization procedures from 24 hours to under 2 minutes.Established data processing procedures for 5,000+ lines of unstructured sensor data to provide previously unavailable sensor health.Developed ETL pipelines for several different 40TB + datasets consisting of tabular, time series, and audio data to be used on different machine learning algorithms.Implemented Deep Convolutional Neural Network(DCNN) and Long Short Term Memory (LSTM) Network for time series classification with 98% percent accuracy.Taught a data science webinar to over 100 people about the use of Jupyter notebooks for reproducible research.Presented research results to managers and stakeholders at weekly project meetingsCo-authored a paper on time signal identification for the Association of Old Crows Conference of over 1000 people.Provided understandable and thorough documentation and technical reports on pipelines and algorithms used in research projects.

United States

Streamlined curriculum development process and slashed curriculum creation time by 50%. Co-ordinated working groups for other research assistants to ensure timely creation of study materials.Conducted reading comprehension research by administering benchmark tests to participants and analyzing assessment data.Led 4 reading intervention groups a day to develop reading comprehension of children with ASD.Communicated progress of study participant to prime investigator during quarterly meetings .

Master Of Science - Ms, Computer Science, 3.8

Specialized in Interactive Intelligence

Bachelor’S Degree, Biological Psychology, Alumni

Activities and Societies: swimming, Undergraduate Psychology AssociationFocused mainly on the biological systems that underlie.