Sumanth M

About Sumanth M

I am a Data Scientist with over two years of experience, dedicated to solving complex, real-world problems by applying advanced analytics, machine learning, and deep learning techniques. My hands-on expertise spans the entire data lifecycle, from data scraping and mining to data visualization and predictive modeling. I am a firm believer that data science is not just about building models, but about creating tangible business value and driving strategic change.In addition to my industry work, I serve as a Part-Time Assistant Professor at Srinivas University. This dual role provides me with a unique perspective and a distinct skill set that sets me apart. As an educator, I\'ve had the privilege of designing and teaching Artificial Intelligence courses for MBA and other specialized programs, even developing the complete AI syllabus for the IMC program. This experience has sharpened my ability to break down intricate concepts and communicate them clearly to diverse, non-technical audiences, a crucial skill for building buy-in and driving project success in any organization.I am passionate about bridging the gap between academic theory and practical application. This passion is demonstrated through the multiple industry training programs I\'ve conducted, where I\'ve helped professionals and students apply their knowledge to real-world scenarios. My career is a continuous journey of learning and mentorship. I am always exploring the intersection of AI, big data, and business innovation, and I enjoy guiding aspiring data professionals as they navigate the ever-evolving world of data science.Key Highlights:Problem-Solver: Proven ability to apply advanced analytics and machine learning to deliver real business impact.Educator: Experienced in designing and teaching AI courses, and developing syllabi for academic programs.Communicator: Skilled at translating complex technical concepts into clear, understandable insights for both technical and non-technical stakeholders.Mentor: Passionate about helping others grow in their data science careers through training and mentorship.Technical Stack: Hands-on expertise in Python, machine learning, deep learning, data scraping, data mining, and predictive modeling.

Experience

1. Data Scientist

   Infohire Business Solutions

   Jul 2023 — Present · IN

   Client: Skylar Capital Management LP — Houston, TexasKey Contributions: Advanced Machine Learning & Deep Learning - Built and deployed predictive models to forecast LNG tanker destinations and gas flow patterns, achieving major improvements in prediction accuracy- Enhanced model performance through advanced deep learning techniques, improving scalability and reliability of predictions. Computer Vision & Image Analytics - Applied cutting-edge image processing algorithms to analyze high-resolution plant images, estimating project completion timelines with precision- Converted unstructured visual data into actionable insights, enabling informed strategic decisions. Data Engineering for Analytics - Designed robust data pipelines to ensure seamless data flow, high availability, and faster processing for analytics workflows- Extracted and cleaned data from diverse web and PDF sources, ensuring high data quality and consistency for downstream modeling. Exploratory Data Analysis & Visualization - Conducted in-depth exploratory analysis to uncover patterns, trends, and business-critical insights- Developed interactive dashboards in Tableau and Microsoft Excel for intuitive data exploration by stakeholders- Presented analytical findings to leadership teams to drive data-informed strategic decisions.

Education

• Shree Bharathi College, Vivekananda Road, Nanthoor, Mangalore

  Bachelor in Computer Application (BCA)

  2018 — 2021

• Srinivas Institute of Technology, Mangalore

  Master of Computer Applications - MCA