Hi, I’m Nandani Rouniyar, a skilled Data Analyst and Machine Learning Specialist with over 5 years of experience turning data into actionable insights. I specialize in predictive modeling, interactive dashboards, and data-driven strategies using tools like Python, TensorFlow, and Power BI.
I’ve worked across industries like healthcare and retail, with achievements including improving model accuracy by 90% and enhancing reporting efficiency by 20%. With a Master’s degree in Applied Computer and Information Technology and certifications in Machine Learning and Python, I bring both technical expertise and clear communication to every project.
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Değerlendirmeler
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Tecrübe
Senior Machine Learning Engineer
Oca, 2024 - May, 2024
•
4 ay
Vyobotics Pte.Ltd
Oca, 2024 - May, 2024
•
4 ay
• Developed and deployed a CNN model in Python with Tensorflow, achieving 90% accuracy and improving image processing by 25%.
• Conducted data preprocessing, improving workflow efficiency by 15% through feature engineering.
Singapore, Singapore
Oca, 2024 - May, 2024
•
4 ay
WNS Global Services Pvt Ltd
Tem, 2020 - Kas, 2023
•
3 yıl, 3 ay
Data Analyst
Tem, 2022 - Kas, 2023
•
1 yıl, 3 ay
Project : Haleon Repeatable Growth Analytics Client
Used ARIMA in Python to forecast trends, increasing market share by 15% with precise seasonal demand predictions.
Executed extensive data preprocessing and feature engineering on retail datasets, enhancing model accuracy and cutting processing time by 20%.
Gurgaon, India
Data Analyst
Tem, 2020 - Haz, 2022
•
1 yıl, 10 ay
Project : GlaxoSmithKline HealthCare Client
Enhanced predictive accuracy with Python-based machine learning models, aiding strategic decision-making with a 20% improvement in forecast accuracy.
Applied machine learning techniques to uncover trends and insights for healthcare data, aligning business strategies.
Gurgaon, India
Tem, 2020 - Kas, 2023
•
3 yıl, 3 ay
Senior Engineer
Tem, 2019 - Haz, 2020
•
10 ay, 30 gün
Futureware Technologies Pvt Ltd
Tem, 2019 - Haz, 2020
•
10 ay, 30 gün
Developed a customer churn prediction supervised machine learning model, achieving 89% sensitivity and enhancing retention strategies.
Led projects, simplifying concepts for non-technical stakeholders and improving team collaboration by 20%.
Coordinated project teams to optimize data preprocessing workflows, reducing processing time by 30%.
Hyderabad, India
Tem, 2019 - Haz, 2020
•
10 ay, 30 gün
Eğitim
Lovely Professional University
2012 - 2016
•
4 yıl
Bachelor of Electronics and Communication
India
2012 - 2016
•
4 yıl
Doğrulamalar
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