Ishan Dutta
About Candidate
Results-driven Data Analyst and Machine Learning Professional with hands-on expertise in machine learning, deep learning, business intelligence, and data analysis. Specialized in deriving insights from complex datasets, focussed on innovative projects within neural networks, NLP, and beyond.
SKILLS: Python | SQL | Excel | Power BI | Tableau | Machine Learning | Data Visualization | Data Analysis | AWS | Deep Learning | NLP | Web scraping |Data cleaning| R| Data Analysis| MS Office
Location
Work & Experience
- Lead the implementation of ML algorithms for customer data segmentation helping optimized campaigns. - Conceptualized and executed an innovative ML MVP named Hearreview from scratch, which has the potential to add substantial value to the business by analysing several customer reviews. It is a work in progress. - Did comprehensive data analysis on complex datasets, gathered insights and putting them into clear, concise reports.
- Developed interactive web applications with Streamlit and Flask frameworks, which enhanced user experience. - Utilized Python for data preprocessing and cleaning, leading to a remarkable improvement in model performance. - Implemented MLOps practices and ensured the efficient deployment and management of web application on cloud platform AWS.
- Utilized Python and R packages for in-depth data analysis, predictive modelling, and data visualization. - Performed exploratory data analysis by applying statistical techniques to uncover meaningful patterns and insights. - Crafted interactive dashboards with Tableau and Power BI, which transformed boring excel spreadsheets into interactive dashboards delivering better insights to stakeholders.
- Tracked product flow, managed transactions, handled correspondence and took care of the documentation. - Procured equipment and streamlined logistics, contributing to a significant 25% cost and time reduction. - Obtained hands on experience with MS Excel in real time, dealing with real-time operations and costing.
Portfolio
