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Bridgewater Township, NJ, 08807
... Implemented a Python-based distributed random forest via PySpark and MLlib. Created and maintained reports to display the status and performance of deployed model and algorithms. Experienced in database testing, wrote complex SQL queries to verify ...
- 2020 Jul 06
Edison, NJ
... the efficiency of Fish protection Dota2 Matches Wining Rate Prediction Python, GCP ● Used Logistic regression and Random Forest algorithms to analysis the match data and predict the winning rate ● By cleaning a dataset of 50000 items from Kaggle, ...
- 2020 Jun 02
Plainsboro Township, NJ
... data cleaning (imputations) and data analysis (univariate analysis, and bivariate analysis) Used decision trees (random forest, C5.0) to predict the credit score from German credit score data Exploratory Data Analysis 1.Analyzing delays in ...
- 2020 May 14
Bridgewater Township, NJ
... SELECTED HIGHLIGHTS Machine learning project, including feature selection (subset selection), data wrangling using categorical methods (bagging, random forest, SVM) to predict if a student would drop out of college using R. Machine learning project ...
- 2020 May 13
Edison, NJ
... ● Applied multiple ML models using SParkMLlib, and random forest gave the most accurate results, with 87% accuracy. ● Enhanced model performance (2.5X faster) on a multimode cluster against one node. Maze Runner - Data Structures and Algorithms, ...
- 2020 Apr 13
Princeton Junction, NJ
... • Utilized the Distributed Random Forest Estimator from H2o package to analyze the feature importance of various features influencing the business age. • Designed a process workflow to manage the log of data issues and consequent changes in the ...
- 2020 Mar 05
Princeton Junction, NJ
... Worked with outlier analysis with various methods like Z-Score value analysis, Liner regression, Dbscan (Density Based Spatial Clustering of Applications with Noise) and Isolation forest. Worked on Gradient Boosting decision trees with XGBoost to ...
- 2020 Feb 26
Edison, NJ
... Kalman Filter models •Modelled a Recommendation System using Random Forest to find the best fitting model for a trading strategy •Built a Trading strategy model with a return of 20% and a lowest RMSE value of $6.73 over 3 years Data Warehouse & B.I. ...
- 2020 Feb 18
Hillsborough Township, NJ
... Responsible for hiring freelancers and coordinating / overseeing their work-flow Client base includes: Boehringer Ingelheim, Forest Laboratories, Bayer Pharmaceuticals, Abbott Laboratories, Shire, Astellas Pharma, Endo Pharmaceuticals, Novartis, and ...
- 2019 Nov 19
East Brunswick, NJ
... Windows and VMWare Engineer - AVP Build, configure and troubleshoot windows 2012 – 2019 operating system in multi-domain multi-forest environment. Install, upgrade and troubleshoot windows AD, DNS and DHCP related issue. Architect, configure and ...
- 2019 Mar 27