MANAN PATEL
Nepean
Summary
Data Scientist specializing in predictive modeling, data analysis, and dashboard development for informed business decisions. Expertise in Python, R and SQL with proven skills in data cleaning, machine learning, and visualization. Capable of transforming complex datasets into actionable insights, supported by a solid background in software engineering.
Overview
1
1
year of professional experience
Work History
Machine Learning Engineer
L&T Technology Services Ltd
01.2023 - 05.2023
- Conducted exploratory data analysis and preprocessing on datasets exceeding 500,000 records to ensure model accuracy and data integrity.
- Engineered regression models that enhanced CO2 emissions prediction accuracy by 15%.
- Executed optimization strategies that led to a 10% reduction in carbon footprint for clients.
- Automated data validation processes, decreasing data cleaning time by 30%.
- Designed intuitive user interfaces, increasing model adoption rate among non-technical users by 25%.
Data Analyst
Writespace Infotech Pvt. Ltd
08.2022 - 01.2023
- Streamlined reporting pipeline by 40% through data extraction, cleaning, and transformation from various sources.
- Developed over 10 interactive Power BI dashboards to enhance data visibility and improve decision-making efficiency by 20%.
- Applied statistical models to identify business trends, resulting in 5% revenue optimization.
- Collaborated with business teams to deliver weekly reports that boosted operational efficiency by 15%.
- Utilized data visualization tools to convey business insights clearly.
Education
Master of Engineering - Software Engineering Practice
Carleton University
Ottawa, ON05-2025
Bachelor of Engineering - Computer Engineering
Gujarat Technological University
Vasad, GJ05.2023
Skills
- Programming Languages: Python, R, SQL, Java, C
- Data Analysis Libraries: Pandas, NumPy
- Machine Learning Frameworks: Scikit-Learn, TensorFlow, Keras, Open CV
- Data Visualization Tools: Power BI, Matplotlib, Seaborn, Plotly
- Database Technologies: MySQL, Firebase
- Development & Collaboration Tools: Git, GitHub, Jupyter Notebook, Google Colab
- Other Key Skills: Feature Engineering, Data Cleaning, Model Tuning, A/B Testing
Timeline
Machine Learning Engineer
L&T Technology Services Ltd
01.2023 - 05.2023
Data Analyst
Writespace Infotech Pvt. Ltd
08.2022 - 01.2023
Master of Engineering - Software Engineering Practice
Carleton University
Bachelor of Engineering - Computer Engineering
Gujarat Technological University
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