Shweta Deora

I am a Data Integration and Analytics Manager at PSemi, a Murata company. I am currently managing a team that provides an automated solution utilizing production quality scalable database infrastructure that delivers reliable and clean data via advanced analytic tools. In my work experience I have gathered extensive skills in the following areas: [1] Management : [A] Data Leadership and Team player [B] Customer outreach and communication [C] Program/Project management [D] On Time result delivery [E] Cross-functional team communication and story telling [2] Technical: [A] Programming languages: R, PYTHON, Matlab, C/C++. [B] Statistics: T-test A/B testing, GRR, Anova, lifetime reliability models, Biasian probability. [C] Machine/Deep learning Algorithms: Logistic/linear regression, KNN, KMeans, DBSCAN, SVM, CNN,RNN [D] ML framework: TensorFlow, Keras and OpenCV for image recognition. [E] Hardware/Software optimization for Big data [G] Databases: SQL, Cassendra, Hadoop, and Spark [H] BI/Report Tools line TIBCO SPOTFIRE, and ExcelMy team’s innovative solution enabled data democracy using new live web based reporting and visualization tools which improved productivity by 10 fold. Prior to this role, I was working in Semiconductor R&D in field of CMOS device physics, reliability and characterization. During my PhD I developed reliability models to understand the failure mechanisms and predict lifetime. My broad passion lies in field of data science and machine learning to improve life of people around me. I am a team player who is always ready to embrace new challenges, and self-motivated to learn new methods to solve technical problems.