Kashyap Raval

AI Researcher

Bengaluru, Karnataka, India13 yrs 3 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Stackforce AI infers this person is a Data Scientist with expertise in Healthcare and SaaS industries.

Machine LearningComputer VisionNatural Language Processing (nlp)Deep LearningOptimizationData Analysis

AlgorithmsArtificial Intelligence (AI)Data MiningData StructuresMathematicsOptimisationSAS programmingSoftware DevelopmentStatisticsVBA

Postgraduate in Math and Sc. Computing from IIT Kanpur

Jan 2019 – Present · 7 yrs 2 mos · Bengaluru, Karnataka, India

Applications of computer vision to Cardiac Ultrasound images(2D) and volumes(3D) that assist Clinicians in their workflows (view classification, suitable cross section extraction, anatomy detection)
Insights of Cardiac Echocardiography, and engineering of Ultrasound machines.

Software DevelopmentMachine LearningData StructuresAlgorithmsComputer Vision

Jan 2018 – Jan 2019 · 1 yr · Bengaluru Area, India

Jan 2017 – Jan 2018 · 1 yr · Bangalore

Deep LearningNatural Language Processing (NLP)

Jan 2014 – Jan 2016 · 2 yrs · Bangalore

Optimization Solver:
Developed a solver to address optimization problems associated with transistor sizes. The problems were modeled to an approximate non-convex problem which was then solved by geometric programming. The constraints were typically linear/quasilinear/non-linear. Solved issues of inconsistency(degenerate solutions); false in-feasibilities, and convergence issues.
Router (Physical Design)
Added support to the router for various design rules(checkers and fixers)

OptimizationAlgorithms

Jan 2011 – Jan 2013 · 2 yrs · Bengaluru Area, India

Automation of reports and procedures via SAS and VBA
Modeling : linear and logistic regression methods (SAS)
Worked on adhoc requests from Clients and generated regular reports
Validated models: Used methods of reject inferencing, created validation templates

SAS programmingVBAStatisticsData Analysis