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Shankar Gurjar

Machine Learning Engineer

Potsdam
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Experienced Data Scientist skilled in advanced analytics and machine learning to solve complex business problems and improve customer experiences. Proficient in leveraging advanced analytics and machine learning methodologies to tackle complex business challenges & developing data driven solutions

Careers

Associate-Projects (Data Scientist)

Cognizant

Full time08/2022 - 09/2023
  1. • Reducing data ingestion latency by 30% by developing scalable data pipelines for real-time data processing using Dataiku-DSS.
  2. • Achieved 90% accurate model prediction results by focusing on feature engineering using VIF (Variance Inflation Factor).
  3. • Reduced the data processing costs by 15% by implementing optimized queries. Helped AbbVie in cost optimization.
  4. • Reduce Solution run time by 80% on production By deploying scalable machine learning model using python & SQL.
  5. • Produced ad-hoc reports and dashboards to communicate insights to cross-functional teams using Tableau.
Data Scientist

ABBVIE INC

Full time contract08/2022 - 09/2023
  1. DQM-AIML (ABBVIE INC.) | Domain: Healthcare | Tech Stack: Python, SQL, R, Dataiku, NLP & Machine Learning
  2. • Project for AbbVie Inc. To solve Various Business Problem. Such as Sales Prediction & Inventory Optimization
  3. • Reduced data processing cost by 40% by optimizing the queries. Reduce Solution run time by 80% on production.
  4. • Developed & tested over 40 Machine learning algorithms.
AdOps Specialist

ZYPMedia India Pvt. Ltd

Full time12/2021 - 08/2022
  1. • Developed K-Means and Hierarchical clustering model for Sinclair broadcast group using Python & Machine Learning.
  2. • Enhanced precision score by 8% by hypothesis testing, feature selection, k-fold cross-validation, and LSTM.
  3. • Achieved 20% increase in predictive accuracy for customer churn prediction model by testing ML model on different datasets.
  4. • Collaborated in building dashboards and reports to enable informed decision-making utilizing Tableau.
Junior Data Scientist

Unique Technomech Pvt. Ltd

Full time09/2019 - 11/2021
  1. • Cleaned 15 GB of unstructured marketing data to eliminate campaigns based on spending patterns with expenditure above 75% and
  2. reach less than 10% using Python & SQL.
  3. • increasing productivity by 38% by Building SQL scripts using Big Query (GCP) to create views and reports for in-depth analysis,.
  4. • Created logistic regression, tree-based ensemble models, XGboost, and neural network to forecast churn using customer insights.
  5. • Utilized user behavior and Pay-per-click to identify KPIs and develop targeted campaigns to improve customer engagement.
  6. • Yield a 20% increase in campaign effectiveness by Designing strategic dashboards to suggest effective advertising methods.
Data Analyst

Sygnius Ventures Pvt. Ltd

Full time09/2017 - 09/2019
  1. • Designed a customer segmentation model using k-means that improved customer targeting and a 15% increase in conversion rates.
  2. • Developed gradient boosting, decision trees, and SVM to predict potential clients, resulting in a 10% increase in ROI.
  3. • Deployed a web app using Heroku and generated 5 dashboards to identify trends and patterns, yielding an 18% increase in clients.

Education

Clarkson University

Applied Data Science & Machine learning

08/2023 - 12/2024Master's DegreeClass of 2024
Kota University, Kota

Science & Mathematics

07/2014 - 05/2017Bachelor's DegreeClass of 2017

My projects

Analysis for E-Commerce Data| Domain: Ecommerce & Marketing | Tech Stack: Python, SQL, Machine Learning

No image available

• Applied Logistic regression, SVM, and XGboost to predict the total amount a customer accepted the offer in the marketing campaign • Calculated feature importance using the RFE method and SHAP values, and RandomSearchCV to find the best model parameters

Role: Junior Data Scientist

Completed: 3/2024

Live project:

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Skills
Machine learningData ScientistData analysis and explorationSQL developmentPythonDeep LearningBig DataDatabase systemsGithubData Engineering
Experience5-8 years
Hourly rate$30/hr
Open to
remotehybridonsite

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