Healthcare Predictive Modeling
Predictive Modeling Experience
2024 - Present
Opt-MyCare
Data Scientist - Healthcare
As a healthcare data scientist, I have been involved in leveraging predictive modeling techniques to analyze and interpret complex healthcare data. My role includes identifying trends, patterns, and insights to improve healthcare outcomes and operational efficiency.
2022 - 2024
University of North Texas - Department of Mathematics
Research Assistant
During my tenure as a Reasearch assistant, I utilized
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Bayesian models for a Biogeographical application and demonstrate the advantages they hold compared to Traditional Neural networks
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Submitted a paper to the Journal of Mathematical Biology in the topic: “Sensitivity Analysis on Computational Model of Olfaction with Variational Sparse Gaussian Process” (Paper under review)
Teaching/Instructor experience
2019- 2023
University of North Texas- Department of Mathematics
Teaching fellow
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Teach Pre-Calculus, Calculus 1 and Calculus 2 to 1st and 2nd year undergraduate students
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Manage class sizes upto 100 to 120 students
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Prepare tests and test reviews using LaTEX
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Mange course material on Canvas
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Conduct fall and Spring semester classes
2017-2019
Tarrant County College
Adjunct Math Instructor
Teach College Algebra, Pre-Calculus
Semiconductor engineer experience
2006-2007
Advanced MicroDevices
Front-end design and verification engineer
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Front-end design and verification of semiconductor circuits using VHDL and Verilog
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Utilize PERL scripting for data flow
2004-2005
D'gipro systems
Front-end design and verification engineer
Front-end design and verification of semiconductor circuits using VHDL and Verilog
2002 - 2004
Sigpro Wireless systems
Front-end design and verification engineer
Front-end design and verification of semiconductor circuits using VHDL and Verilog
Education
2019 - 2023
Master of Sciences in Mathematics
I pursued my master's degree in Mathematics, thesis was in predictive modeling in a Biogeographical application. My research focused on the development of predictive algorithms for Olfactortory sensitivity.
2008 - 2011
Master of Sciences in Electrical engineering
I pursued my master's degree in Electrical engineering
1996 - 2000
Bachelor's in Biostatistics
My bachelor's degree in Electronics and Communications established a strong foundation in Software coding and also Hardware design
Skills & Expertise
- My expertise lies in utilizing advanced predictive modeling techniques such as machine learning, data mining, and statistical modeling in healthcare contexts. I possess strong analytical skills and proficiency in programming languages for data analysis and model development.