Summary
Overview
Work History
Education
Skills
Websites
Certification
Linguisticabilities
Salaryexpectation
Personal Information
Projects
Languages
Timeline
Work Availability
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Abhishek Sharma

New Delhi

Summary

Results-oriented Senior Data Scientist with a decade of experience applying advanced machine learning and statistical modeling techniques to extract insights and tackle complex business challenges. Proficient in project planning, execution, and stakeholder management, consistently achieving outstanding results. Skilled in machine learning methodologies, optimization techniques, text mining, data analysis, and predictive modeling. Strong track record in leading teams, data visualization, and cloud computing, delivering successful project outcomes and process enhancements.

Overview

8
8
years of professional experience
1
1
Certification

Work History

Data Scientist

Pinnacle Group .inc
05.2023 - Current
  • Shad works Technologies is a pioneer in providing Big Data-enabled solutions across banking, insurance and telecom industries
  • Directed model development, validation, testing, and implementation of analytical products and applications
  • Developed an additive scoring model for QSM & a logistic regression model to yield a K-S statistic of 51.5
  • Tested and implemented decision trees, random forests, and ensemble models via bagging and boosting
  • Employed Principle Component Analysis to analyze collinearity and reduce the dimensionality of datasets
  • Enhanced model reliability, robustness, & predictive performance by 15% through the incorporation of industry-specific keywords like Bayesian Model Averaging (BMA).

Data Scientist

Paragon Financial Services
08.2016 - 01.2021
  • Paragon, a leader in financial market intelligence, has operations in 80+ countries & renders financial services to 40,000+ customers worldwide
  • Conducted extensive research on revenue management and pricing analytics in the hospitality sector
  • Boosted revenue potential & enhanced customer engagement through the implementation of neural networks, gradient boosting, & random forest for dynamic pricing models
  • Gathered pricing data from different aggregators by performing web scraping in Python for competitive analysis
  • Achieved a 25% revenue increase by developing & implementing a Machine Learning-powered yield management algorithm in Python, utilizing Tensor Flow & Sickie-learn, & deploying on AWS Lambda
  • Enhanced revenue by 15% by implementing machine learning algorithms, statistical analysis tools, and root cause analysis for loss minimization & optimization techniques
  • Led the development of a hotel performance assessment and pricing analysis platform created via k-NN Algorithm
  • Created multivariate regression-based attribution models using ad stock analysis from digital marketing data
  • Enhanced user segmentation by crafting K-means Clustering models in Python & R, resulting in a 50% increase in conversion rates
  • Conceptualized and implemented a sentiment analysis tool to rate hotels based on subjective customer reviews.

Education

Post-Graduation Certification in Data Science -

IIIT Bangalore & upgrade
Bengaluru, IN

B. Sc. in Computer Science -

Skills

  • Machine Learning Methodologies
  • Optimization Techniques
  • Text Mining
  • Data Mining & Analytics
  • Predictive & Statistical Modelling
  • Sentiment Analysis
  • Account Mining
  • Data Analysis
  • Data Visualization
  • Project Delivery
  • Predictive Modelling & Analytics
  • Programming
  • Process Improvement Analytic Methods
  • Predictive Analytics
  • SQL Query
  • Data Analysis Results
  • Deep Data Analysis
  • Data Analysis Methods
  • Statistical Methods
  • Series Modeling
  • Statistical Data Mining
  • Complex Data Issues
  • Import Data
  • Statistical Procedures
  • Quantitative Data Sets
  • Numerical Methods
  • Team Coordination & Leadership
  • Debugging
  • Scikit-Learn
  • Natural Language Processing

Websites

Certification

IIIT BANGLORE MASTER OF DATA SCIENCE

Linguisticabilities

  • English
  • Hindi
  • Arabic

Salaryexpectation

Negotiable

Personal Information

  • Date of Birth: 07/29/1987
  • Marital Status: Married

Projects

01/2012 - 01/2015, University of VEERKUNWAR SINGH AHRA, BIHAR; SHREE SHANKAR COLLAGE MAHAVIDYALAYA AHRA, BIHAR

Languages

en
Intermediate (B1)

Timeline

Data Scientist

Pinnacle Group .inc
05.2023 - Current

Data Scientist

Paragon Financial Services
08.2016 - 01.2021

Post-Graduation Certification in Data Science -

IIIT Bangalore & upgrade

B. Sc. in Computer Science -

Work Availability

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