Debra Chen Email & Phone Number

Airlines And Aviation

Designing, implementing and deploying AI applications for a broad spectrum of business oriented challenges using agile software methodologies. Languages: Python, Java, R, C, SQL Platforms : Domino Data Labs, AWS, Cloudera Visualization tools: TableauETL tools: Alteryx, KNIME, SASAI/ML skills: Supervised and unsupervised ML modeling, Deep Learning, NLP, ML-Business Rule Hybrids Other DS Skills: Forecasting, Simulation, End-to-End Full Stack DevelopmentOther skills: Project Management/Engineering, Change Management, Design Thinking (UI/UX)

德克萨斯

- Performed database queries using SQL – manipulated, sorted, filtered and joined data tables for downstream workflow in Python.- Gained expertise in data wrangling-focused Python packages such as Pandas and NumPy.- Excelled in data storytelling and visualization using Python’s Seaborn, Bokeh, and Matplotlib libraries.- Executed inferential statistical analysis and hypothesis testing using SciPy statistical methods, A/B testing and bootstrapping.-Specialized in supervised and unsupervised machine learning algorithms: ---Regression (linear and logistic) ---Classification (eg. SVM, k-NN, Random Forest, XGBoost, AdaBoost ...) ---Hierarchical and non-heirarchical clustering.

Dallas/Fort Wortharea

- Engineered and designed cancer-trageting antibodies using yeast display technologies- Designed, lead and troubleshooted projects aimed at target prediction using machine learning techniques- Mined ideas and solved complex research-oriented challenges as part of a diverse, multidisciplinary team.- Regularly presented concepts, updates and results to senior and executive staff

Dallas/Fort Wortharea

得克萨斯

- Explored R and its application to experimental statistical analysis and survival/reliability analysis- Created a T-cell hybridoma-based, chemotherapeutic drug delivery platform.- Performed material characterization of nanoparticulate and microparticulate structures using electron microscopy.- Fabricated and evaluated therapeutic efficiencies of nanoparticles housing anti-cancer small-molecule inhibitors.- Implemented isolation, differentiation and characterization of immune cells and engineered them to mimic tumor micro-environment specialized cells

得克萨斯

-Taught the scientific concepts behind laboratory experiments set by university curricula-Guided junior students in performing basic chemistry experiments- Oversaw the safety of students in performing hazardous procedures -Reported progress, advancements and possible ideas of improvement to the senior staff

得克萨斯

- Utilized bottom-up proteomics techniques for investigation of signal peptides using mass spectrometry- Developed a technique for enrichment of N-terminal peptides in post-translationally modified proteomes for analysis by MALDI systems.

Extension School, Master Of Liberal Arts In Data Science

Extension School, Master Of Liberal Arts In Data Science

Phd Candidate, Bioengineering And Biomedical Engineering

Master Of Science (M.S.), Bioengineering And Biomedical

Data Science Intensive Track

Activities and Societies: 500+ hours of hands on curriculum, with 1:1 industry expert mentoring and completing in-depth capstone projects.