Aanya Raj Singh

Data Scientist

  • 476 Views

$24.00

(per hour)

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Description

Data Scientist with experience in data pipeline development, machine learning, and natural language processing. SKILLS - Programming Languages: Python, SQL, R, Pyspark. Tools: Jupyter Notebook, Dataiku, Tableau, Power BI, AWS, GCP, Git, Bitbucket, Confluence, MS Excel. Libraries: Tensorflow, Pytorch, Scikit Learn, NLTK, Selenium, Beautiful Soup, MatplotLib, Plotly, Keras, Numpy. Skills: Data Scraping, Data Pipeline Building, Data Analysis, Machine Learning, Natural Language Processing (NLP), Computer Vision, Database Management, Cloud Computing, Dashboard Building, Deployment (Flask, Django), Probability and Statistics.

Experience

ANALYST

  • IT Company
  • May 1, 2022 - continue

Developed and maintained data pipelines, utilizing Dataikus visual programming interface and PySpark, resulting in a 20% improvement in data processing time. • Collaborated with team members on code review and version control using Git and Bitbucket, resolving 50% of errors and improving existing code in Pyspark. • Implemented updates for omnichannel with minimal disruption to ongoing operations, resulting in a 10% increase in customer satisfaction. • Conducted exploratory data analysis (EDA) on over 200 GB of data, identifying patterns and trends to guide the direction of analysis and improve decision-making. Prepared reports and presentations, effectively communicating findings to stakeholders. • Built a color classification system with 90% accuracy, improving customer experience and streamlining product classification by 20%. • Applied NLP techniques to improve search engine rankings by 15%. Utilized NLP tools, trained ML models for keyword prediction, and integrated into company’s SEO strategy. Continuously optimized performance through analysis.

DATA SCIENTIST

  • Freelancing
  • October 1, 2021 - continue

Provided data science solutions to over 20 international clients through LinkedIn and Fiverr. • Delivered over 20 projects that required data scraping, pre-processing, analysis, visualization, dashboard building, machine learning, model evaluation, monitoring, model deployment, driving insights, and generating BI report. • Applied pandas and NumPy to efficiently pre-process data and Implemented machine learning models using scikit-learn, Keras, and TensorFlow. • Maintained an average rating of 4.9 out of 5 from clients.

Educational Details

Bachelor of Technology, Computer Science and Information Technology

  • Mahatma Jyotiba Phule Rohilkhand University, Bareilly
  • August 1, 2018 - September 1, 2022

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