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SECOM-DATASET-Modeling
March 8, 2021 – March 8, 2021
Machine Learning, Future Selection, Model Tuning of the Semiconductor Dataset to detect the Failure in the Manufacturing.
View ProjectEnsemble_Technique_Predicting_Parkinson-Disease
February 21, 2021 – February 21, 2021
### Data Description & Context: Parkinson’s Disease (PD) is a degenerative neurological disorder marked by decreased dopamine levels in the brain. It manifests itself through a deterioration of movement, including the presence of tremors and stiffness. There is commonly a marked effect on speech, including dysarthria (difficulty articulating sounds), hypophonia (lowered volume), and monotone (reduced pitch range). Additionally, cognitive impairments and changes in mood can occur, and risk of dementia is increased. Traditional diagnosis of Parkinson’s Disease involves a clinician taking a neurological history of the patient and observing motor skills in various situations. Since there is no definitive laboratory test to diagnose PD, diagnosis is often difficult, particularly in the early stages when motor effects are not yet severe. Monitoring progression of the disease over time requires repeated clinic visits by the patient. An effective screening process, particularly one that doesn’
View Projectpranjalmedh.github.io
September 2, 2020 – February 21, 2021
pranjalmedh.github.io — GitHub repository
View ProjectCultural Fit Analysis
The candidate's projects show a mix of data science and basic Java development. While the data science projects align with the target role, the overall project diversity is limited, and there's no explicit information on collaboration or team-based work. The 'experienceLevel' is 0, suggesting a junior profile, which might not align with senior-level expectations without further validation.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, providing no insight.