Mannal Kamble Email & Phone Number

New York, Ny, Us

New York, Ny, Us

Stamford, Connecticut, United States

- Developed an AI-driven chatbot using natural language processing techniques to provide automated responses and support for Green Bank programs, enhancing customer engagement and reducing response time by 30%.- Created a machine learning-based fault detection model for solar fleet monitoring, significantly improving the accuracy of system performance analysis and contributing to a 20% reduction in maintenance costs.- Collaborated with the internal AI Committee to strategize and… Show more - Developed an AI-driven chatbot using natural language processing techniques to provide automated responses and support for Green Bank programs, enhancing customer engagement and reducing response time by 30%.- Created a machine learning-based fault detection model for solar fleet monitoring, significantly improving the accuracy of system performance analysis and contributing to a 20% reduction in maintenance costs.- Collaborated with the internal AI Committee to strategize and implement AI/ML initiatives, conducting research on emerging techniques and preparing comprehensive reports that guided the Green Bank's AI adoption and strategic planning. Show less

New York, New York, United States

- Developed an open-source Machine Unlearning tool for large language models based on approximate unlearning and model editing.- Engineered the tool using PyTorch, LangChain, spaCy, and HuggingFace pipelines, optimized for distributed and high-performance computing environments. Enhanced tool efficiency by 30% and reduced computational resource usage by 25% through custom algorithm improvements.- Acquired expertise in LLM fine-tuning, deploying, and prompting through hands-on experience… Show more - Developed an open-source Machine Unlearning tool for large language models based on approximate unlearning and model editing.- Engineered the tool using PyTorch, LangChain, spaCy, and HuggingFace pipelines, optimized for distributed and high-performance computing environments. Enhanced tool efficiency by 30% and reduced computational resource usage by 25% through custom algorithm improvements.- Acquired expertise in LLM fine-tuning, deploying, and prompting through hands-on experience and continuous recent academic research. Proficient in tailoring LLM models to specific applications, enhancing utility and responsiveness to dynamic requirements. Show less

- Leveraged advanced data analytics using Python, SQL, and Tableau to extract actionable insights from large datasets resulting in a 20% increase in customer conversion rates.- Developed data segmentation models using ML algorithms contributing to a 15% improvement in targeted marketing campaigns.- Automated data extraction and transformation processes using ETL tools reducing manual effort by 40 hours per month.- Collaborated with IT team to implement data visualization dashboards… Show more - Leveraged advanced data analytics using Python, SQL, and Tableau to extract actionable insights from large datasets resulting in a 20% increase in customer conversion rates.- Developed data segmentation models using ML algorithms contributing to a 15% improvement in targeted marketing campaigns.- Automated data extraction and transformation processes using ETL tools reducing manual effort by 40 hours per month.- Collaborated with IT team to implement data visualization dashboards using Power BI, facilitating real-time monitoring of key performance indicators (KPIs) and enabling data-driven decision-making. Show less

- Spearheaded data analysis and visualization for product metrics for 5+ clients. Extracted insights from large datasets by building Python scripts for statistical analysis and data manipulation using Pandas, NumPy and Matplotlib.- Created predictive models leveraging machine learning techniques like regression and clustering algorithms. Models provided actionable insights to optimize product performance and marketing efforts.- Automated reporting processes with Python scripts, allowing… Show more - Spearheaded data analysis and visualization for product metrics for 5+ clients. Extracted insights from large datasets by building Python scripts for statistical analysis and data manipulation using Pandas, NumPy and Matplotlib.- Created predictive models leveraging machine learning techniques like regression and clustering algorithms. Models provided actionable insights to optimize product performance and marketing efforts.- Automated reporting processes with Python scripts, allowing dynamic visualization updates. Reduced manual effort by 70% while improving analysis frequency. Show less

- Engineered a data integration system to collect and store real-time data from 150+ input channels, enabling advanced analytics.- Assisted the development of data visualizations and troubleshooting enhancements for the SCADA system in a cross-functional team of 6 engineers. Integrations led to a 25% increase in process efficiency.- Automated ETL pipelines to move sensor data into databases. Cut manual efforts by 40% while ensuring minimal system downtime.

Master Of Science - Ms, Computer Engineering, 3.8

Activities and Societies: NYU Tandon MakerSpace, International Student Advisory Board Concentration in Data Science and Machine Learning.

Bachelor Of Technology, Electronics And Telecommunications Engineering, 3.7

Activities and Societies: Electronics and Telecommunication Students’ Association, VIT Student Council, Model United Nations Project.

Pre-University Education, Physics, Chemistry, Mathematics, Computer Science, 88.6%