Driven Data Scientist with a robust engineering and data science foundation, holding a Master's in Engineering Science (Data Science) from the University at Buffalo. This education, coupled with courses in probability theory, machine learning, and data modeling, has shaped my comprehensive understanding of complex data systems and analytical methodologies.My professional experience spans roles at Airdrive Smart Solutions, Value Creation, and LG Electronics, where I contributed significantly to data-driven decision-making and predictive modeling. At Airdrive, I optimized data workflows, boosting operational efficiency by 18%, and developed dashboards that improved decision-making speed by 40%. At Value Creation, I led a project that reduced overstaffing by 15% and increased revenue by 10% through predictive analytics. My internship at Nestle India also involved analyzing competition and sales data, resulting in a 40% boost in targeted marketing efforts.With a strong blend of academic knowledge and hands-on experience, I am equipped to deliver impactful, data-driven solutions and optimize business processes. I am actively seeking opportunities to contribute my expertise and drive innovation in a forward-thinking organization.
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Prompt EngineerOutlierBuffalo, Ny, Us
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Associate Data ScientistAirdrive Smart Solutions Pvt Ltd Jun 2021 - Jul 2022◦ Developed and optimized data cleaning and analysis workflows, improving operational efficiency by 18% and establishing scalable processes for future use.◦ Conducted rigorous model validation and performance testing with K-Fold cross-validation and Hyperparameter Tuning, improving model robustness by 25% and reducing overfitting by 30%.◦ Designed interactive dashboards and visualizations with Tableau, enabling real-time tracking of key performance indicators and increasing stakeholder decision-making speed by 40%.◦ Utilized Natural Language Processing techniques to extract relevant information from textual data, achieving 78% accuracy and streamlining data processing.◦ Leveraged ensemble learning techniques to improve the robustness and accuracy of predictive models, resulting in a 15%increase in overall performance.
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Associate Data ScientistValue Creation Aug 2020 - Apr 2021◦ Spearheaded a predictive analytics project forecasting seasonal demand for temporary workers across industries, reducing overstaffing by 15%, and increasing revenue by 10%.◦ Built a decision trees model predicting employee churn, getting an accuracy of 85% and enabling targeted retention strategies using features such as employee tenure, and performance ratings. Collaborated with cross-functional teams to translate business needs into analytical requirements◦ Developed and maintained Tableau dashboards with PostgreSQL integration to track and analyze system performance metrics, improving decision-making speed and accuracy by 25%. -
Artificial Neural Networks InternStudant.In Mar 2020 - Jun 2020◦ Identified behavioral trends from end-user demographics to enhance customer acquisition rates by 20%, using Tableau to build detailed reports and visualizations, providing critical marketing and sales strategy insights.◦ Created a CNN-based object detection and facial recognition system using YOLO V4 and Keras, achieving a 91% accuracy rate. -
Big Data Analytics InternLg Electronics Mar 2019 - Aug 2019Greater Noida, Uttar Pradesh◦ Implemented a sentiment analysis model using NLP techniques on Amazon and YouTube reviews, achieving 80% accuracy and informing product development and marketing strategies.◦ Engineered a web scraper using Python, BeautifulSoup, and Selenium to extract contact information from newspapers, boosting customer reach by 25% and facilitating greater business outreach.◦ Led a team to design and deploy a retail floor heatmap using Keras and OpenCV, improving in-store customer interaction by 30%.◦ Conducted workshops for incoming interns, enhancing their contributions to team goals.
Ish Kumar Education Details
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Galgotias College Of Engineering And TechnologyElectronics And Communications Engineering
Frequently Asked Questions about Ish Kumar
What company does Ish Kumar work for?
Ish Kumar works for Outlier
What is Ish Kumar's role at the current company?
Ish Kumar's current role is Prompt Engineer.
What schools did Ish Kumar attend?
Ish Kumar attended University At Buffalo, Galgotias College Of Engineering And Technology, Amity International School, Mayur Vihar, Amity International School, Mayur Vihar.
Who are Ish Kumar's colleagues?
Ish Kumar's colleagues are Nadezhda Pavlova, Michał Wiktor, Claire Domenic-Smith, Meet Pansheriya, Roger Djoulou Salé, Megan Holden, Jody Flanagan.
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