Isha Mahadalkar
@ishamahadalkar
Data-driven professional with a passion for data analysis, machine learning and visualization.
What I'm looking for
I am a highly motivated and detail-oriented data professional with a strong background in computer science and data analytics. With a Master's degree in Computer Graphics Technology and a Bachelor's degree in Computer Science, I have developed a unique blend of technical and analytical skills. My experience in data visualization, machine learning, and statistics has equipped me with the ability to extract insights from complex data sets and communicate them effectively.
Throughout my career, I have successfully tackled various projects that showcase my ability to manage large datasets, design and implement innovative data visualization tools, and develop predictive models. For example, at Tesla, I streamlined data preprocessing for 188,000 records, achieving a 40% reduction in processing time and improving classification accuracy with a dense neural network model. Additionally, my role at Purdue University involved creating a Data Visualization Capacity tool that enhanced visual literacy for over 1,200 students, resulting in a 35% improvement in student performance. My experience in the industry has taught me the importance of collaboration, effective communication, and adaptability in fast-paced environments.
I am passionate about using data to drive decision-making and improve outcomes. I am excited to leverage my skills and experience to make a meaningful impact in a dynamic and innovative organization.
Experience
Work history, roles, and key accomplishments
Streamlined data preprocessing by conducting thorough data cleaning and mining on 188,000 records, implementing ETL pipelines, feature engineering, and extraction techniques in an NLP model, resulting in a 40% reduction in manual processing time. Developed and deployed a dense neural network model with semi-supervised learning to classify maintenance records, achieving a 64% validation accuracy.
Conceptualized, designed, and integrated a Data Visualization Capacity tool into curriculum, enhancing visual literacy for 1200+ students resulting in a 35% improvement in student performance on assessments. Conducted in-depth user studies and A/B testing on new features implemented on the platform, leading to a 65% improvement in user satisfaction metrics.
Collaborated with a team of researchers to clean and analyze data on dam conditions and utilizing ArcGIS to create visualizations, leading to the identification of critical areas for immediate inspection and repair, reducing safety risks by 30%. Facilitated weekly project meetings with cross-functional teams to coordinate research efforts, presenting research findings from various experiments an
Project Coordinator
Computer Science Department, Purdue University
May 2021 - Dec 2021 (7 months)
Managed and supported senior SWE projects for 7+ student teams by implementing Agile and Scrum methodologies, leading meetings, documenting progress, and offering constructive feedback, which resulted in a 95% on-time completion rate for sprint tasks and projects.
Education
Degrees, certifications, and relevant coursework
Isha hasn't added their education
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