Summary
Overview
Work History
Education
Skills
Awards
Timeline
Generic

Deepika Rawat

Hyderabad

Summary

Professional data scientist with strong background in statistical analysis, machine learning, and data visualization. Skilled in Python, SQL, and various data processing tools, with focus on delivering actionable insights. Known for collaborative approach, adaptability, and consistently achieving impactful results in dynamic environments. Recognized for problem-solving abilities and innovative thinking in leveraging data to drive business decisions.

Overview

10
10
years of professional experience

Work History

Data Scientist

Infos (Previously Koerber Supply Chain Software)
10.2024 - 07.2025
  • Built a chatbot using the agentic approach with Mirrascope and Azure OpenAI, enabling autonomous task execution and enhanced contextual understanding in conversational workflows.
  • Solved the article placement optimization problem in the supply chain by developing data-driven models to improve inventory distribution, reduce logistics costs, and enhance product availability.
  • Conducted extensive prompt engineering and optimization to enhance the performance of foundation models.
  • Designed custom retrieval-augmented generation (RAG) systems using vector databases (PGVector) for improved response accuracy and relevance.
  • Researched and benchmarked cutting-edge GenAI models and published internal whitepapers to guide product strategy and innovation.

Sr. Data Scientist

MOURI Tech
06.2023 - 10.2024
  • Worked with predictive models to identify customers likely to churn within the next three months traffic with Prediction accuracy of 89%.
  • Conducted in-depth analysis of market segmentation project to give valuable insights using RFM analysis and customer segmentation analysis.
  • Utilized python for data manipulation, visualization and statistical analysis to identify characteristics of products and customers.
  • Executed SQL queries to retrieve and manipulate data from various databases, supporting comprehensive analysis and model

Data Scientist

Starcare Technologies
03.2020 - 06.2023
  • Facilitating seamless collaboration among team members and maintaining a robust and organized codebase.
  • Extracted relevant data from multiple database tables using SQL queries, ensuring precise retrieval of information required for analytical purposes.
  • Design, develop and implement machine learning and deep learning models for various applications.
  • Collaborate with cross-functional teams to gather and analyze data for model training and evaluation.
  • Successful worked on a forecasting model to analyze user traffic with Prediction accuracy of 95.09%
  • Successfully developed computer vision models using techniques like OpenCV, Faster RCNN with ResNet50 reducing TAT from ~12 minutes to ~15 seconds.
  • Successfully evolved predictive model for forecasting traffic and an NLP project for job profile matching. Increased in accurate search by 10% and speed of the process increased by 80%
  • Participating in version control and collaborative development using bitbucket, ensuring project’s progress and accuracy are well documented and tracked.

Sr. Software Engineer / Data Specialist

Inovetic Technologies
11.2018 - 11.2019
  • Worked on churn model to improve performance and maximize KPIs and managed to reduce churn by 10%.
  • Evolved recommendation model for online jewelry store that helped in reducing the overall by time for customers by 15%.
  • Strategized and implemented modules like pop-ups, banners, coupon on partner websites.
  • Understood client requirements Strategized & Managed complete project life-cycle for project within timelines.
  • Drove post project completion engagements, time to time changes, maintenance, functionality change/enhancements.

Software Engineer

Buzbytech IT Solutions Pvt. Ltd.
07.2015 - 10.2018
  • Worked closely with SEO department in tracking effectiveness of social media campaigns by analyzing growth of reach, community engagement of our clients through Google Analytics and other social media analysis tools.
  • Strategized & Managed project life-cycle for project.
  • Performed Integration and stress tests / AB testing on applications and products.
  • Upheld a gold standard coding environment, complete with bug / issue tracking and version control Job.

Education

Advanced Management Program - Data Analytics (AMPBA – Executive Program)

Indian School of Business (ISB)
01.2023

Post-Graduation Diploma - Advanced Computing (C-DAC)

Motilal Nehru National Institute of Technology (MNNIT) in association with ACT Pune
01.2012

B.Sc. - Information Technology

Himalayan Institute of Technology (HIT)
01.2010

Skills

  • Programming Languages: Python, R Programming, SQL, JavaScript
  • Data visualization: Tableau
  • Packages and libraries: Pandas, NumPy, OpenCV, NLTK, SciPy, Matplotlib, Scikit-learn, PyCaret, Seaborn, and Matplotlib
  • Deep learning libraries: Fastai and PyTorch
  • Data types: Tabular, text, time series and image
  • Cloud platforms: AWS SageMaker
  • Statistical Methods: Basic probability distributions, estimation techniques, confidence intervals, hypothesis testing (z-test, t-test, ANOVA etc)
  • ML Techniques: Linear, Logistic, Decision Trees, SVM, XGBoost, ARIMA, LSTM, CNN, RNN, GenAI

Awards

Employee of the year – 2016, Outstanding leader in Data Science – 2024

Timeline

Data Scientist

Infos (Previously Koerber Supply Chain Software)
10.2024 - 07.2025

Sr. Data Scientist

MOURI Tech
06.2023 - 10.2024

Data Scientist

Starcare Technologies
03.2020 - 06.2023

Sr. Software Engineer / Data Specialist

Inovetic Technologies
11.2018 - 11.2019

Software Engineer

Buzbytech IT Solutions Pvt. Ltd.
07.2015 - 10.2018

Post-Graduation Diploma - Advanced Computing (C-DAC)

Motilal Nehru National Institute of Technology (MNNIT) in association with ACT Pune

B.Sc. - Information Technology

Himalayan Institute of Technology (HIT)

Advanced Management Program - Data Analytics (AMPBA – Executive Program)

Indian School of Business (ISB)

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Deepika Rawat