Priya Gupta Email and Phone Number
Passionate and dynamic, I am Priya Gupta, a seasoned Data Scientist with a proven track record in transforming complex data into actionable insights. Armed with a Master's degree in Computer Science with a specialization in Data Science, I have consistently demonstrated an exceptional ability to solve real-world problems through my analytical prowess.In my recent role as a Data Science Intern at Cummins Inc., I conducted a comprehensive statistical and trend analysis of fuel economy, correlating it with fault code triggers. Before this, at Eaton Corporation, I led a finance project, presenting key insights to the Vice President of Eaton and enhancing PDF table extraction for invoices using advanced Python scripting and OCR techniques. Also conducted Data preprocessing and ML knowledge-sharing sessions.My academic journey, marked by a silver medal in B.Tech (CSE) and a commendable CPI of 8.5 in my first year of M.Tech, reflects my dedication to academic excellence. My proficiency extends beyond academia, as evident in my contributions to impactful projects such as end-to-end LLM using LangChain and OpenAI in the finance domain, the prediction of Remaining Useful Life (RUL) of a turbofan engine, and the development of a ConvVit model for apple leaf detection.Certified in Practical MLOps, Artificial Intelligence, and Machine Learning, I bring a wealth of knowledge in programming languages such as Python, MySQL, and Scala. My toolset includes JupyterNotebook, DataBricks, Microsoft Excel, PowerBI, and Tableau, while frameworks like Keras, Flask, and TensorFlow complement my skills.Beyond technical expertise, I am a GATE-qualified individual with strong leadership qualities, evidenced by my roles as a basketball winner in college and a Class Representative. My commitment to continuous learning is underscored by a series of certifications, including ChatGPT Complete Guide and SQL-MySQL for Data Analytics and Business Intelligence.I am eager to contribute my expertise to a forward-thinking organization, collaborating with industry leaders and bringing my passion for data science to the forefront.
Cummins India
View- Website:
- cumminsindia.com
- Employees:
- 2848
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Associate Data ScientistCummins India Jul 2024 - PresentPune, Maharashtra, India -
Data Science InternCummins India Aug 2023 - May 2024Fuel Efficiency Optimization through Fault Code Analysis Conducted statistical and trend analysis on 700 million records, addressing challenges like missing trip data and fuel economy outliers. Identified and prioritized the top 30 fault codes affecting fuel economy, providing actionable insights for Cummins' fleet maintenance.Predictive Maintenance Model for Engine Component Defects Developed a predictive maintenance model using XGBoost, covering the entire ML pipeline from training to deployment. Integrated data from three sources and applied advanced feature engineering to address real-world scenarios. Managed 85 million records and imbalanced datasets, achieving an accuracy of 91.5% and an ROC score of 0.927.Tools & TechniquesDataBricks, PowerBI, PyCaret, Optuna, Pyspark, SQL, Imblearn, Statistical Analysis, Hypothesis Testing, MLOps, XGBoost, LightGBM, A/B testing. -
Data Science InternEaton May 2023 - Jul 2023Pune, Maharashtra, IndiaVendor Pricing Financial Analysis: Analyzed over 3 million transaction records to assess the impact of payment terms on vendor pricing. Identified key vendors experiencing up to a 42.3% increase in costs due to varying payment terms, providing actionable insights that influenced strategic finance decisions.Invoice Processing Optimization: Enhanced IQ Bot capabilities using advanced Python scripting and OCR technology, leading to a significant improvement in data extraction accuracy and recovery of $1.5M in previously untracked cash flow.Knowledge-Sharing Sessions: Conducted knowledge-sharing sessions on Machine Learning and Data processing, empowering team members with essential skills and best practices.Tools & Techniques used: Regular Expressions (Regex), Optical Character Recognition (OCR), Advanced Excel, PowerBI, Power Query, Jupyter Notebook, Statistical analysis, Data preprocessing. -
Data Science & Business Analytics InternThe Sparks Foundation Nov 2020 - Dec 20201. Predicted percentage of students based on the number of study hours using Supervised Machine Learning.2. Predicted optimum number of clusters from the given Iris dataset using Unsupervised Machine Learning.
Priya Gupta Skills
Priya Gupta Education Details
Frequently Asked Questions about Priya Gupta
What company does Priya Gupta work for?
Priya Gupta works for Cummins India
What is Priya Gupta's role at the current company?
Priya Gupta's current role is Associate Data Scientist @ Cummins | Ex- Eaton Intern | IIITian | Gate Qualified 2022.
What schools did Priya Gupta attend?
Priya Gupta attended Indian Institute Of Information Technology, Design And Manufacturing, Jabalpur, Chaudhary Charan Singh University, Kendriya Vidyalaya, Kendriya Vidyalaya.
What skills is Priya Gupta known for?
Priya Gupta has skills like Leadership, Core Java, Pandas, Coreldraw, Data Science, Html Scripting, Object Oriented Programming, Software As A Service, Data Analysis, Business Analysis, Communication, Data Scraping.
Who are Priya Gupta's colleagues?
Priya Gupta's colleagues are Shreyas Habbu, Prashant Sukam, Ganesh Kasar, Sachin Jagtap, Pratik Malviya, Avani Chavan, Sumesh Gulhane.
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Priya Gupta
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