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Prashant Gautam

Data Scientist

Summary

Eight years of experience in architecture, design, development & validation of software & embedded solutions and Data Science in Data Engineering, ETL processing, Machine Learning, Analysis (Descriptive, Diagnostic, Predictive, Prescriptive), IaaS, PaaS, SaaS cloud solutions. Experienced with Apache spark platform to process big data using cluster technology. Well-versed with Data Science process starting from Data Acquisition, Preparation, ETL, Feature extraction/Transformation, Feature selection, Hypothesis and Modeling using Machine Learning models and algorithms, Optimization and Deployment of solution.

Being Certified in Data Science, I have acquired technical skills applied in various solutions in area of Anomaly Detection, Recommender System in e-Commerce, Sentiment Analysis. Instrumented in Data Engineering processes like ETL process, model deployment, model tuning. Architect solution in Cloud & Big Data space as career experience before Data Science role giving edge to shaping Data Science skills.

Certifications

Techniques

Data Source

ETL Process

ML Algorithms

Regression
Classification
Clustering & Retrieval
Anomaly

Optimization Algorithms

Machine Learning Model Validation Techniques

Evaluation Matrix

Frameworks

Tools

Languages

Web Frameworks

Databases

IDEs

Cloud Services

Cloud Platforms

Version Control System

Streaming Media Systems

Some Major Projects Worked On

  • Branding and promotional offerings for MultiSpeciality Hospital Group
  • Optimizing multilocation, multispecialty Hospital Group performance through actionable insights
  • Analysis and Optimization of Retail Operations and Supply Chain Management
  • Vehicle Monitoring & Real-time Alerting System
  • Network Operation Center(NOC) Automation
  • Online Store Hosting Service
  • Hotel Management System
    HRMS Management System