Ashmitha Kumbham

Results-driven Product Manager with extensive experience leading cross-functional teams to deliver innovative solutions. Proficient in programming languages such as Python, Java, and SQL, with expertise in machine learning, data manipulation, and building data pipelines. Skilled in advanced data analysis using Pandas, NumPy, and visualization tools like PowerBI and Matplotlib. Experienced in MATLAB and Simulink for modeling, simulation, and real-time system design, and FPGA programming for hardware integration. Proven track record of enhancing product strategy and driving brand engagement through data-driven decisions.

Project Name: Modified ResNet-101 for Leukemia Image Classification

• Technologies Used: Languages: Python, R
  Libraries/Frameworks: TensorFlow, Keras, PyTorch, OpenCV, Matplotlib, Seaborn, Scikit-learn, NumPy, Pandas
  Tools: Google Colab, CUDA, Docker, AWS, Google Cloud
  Techniques: Transfer Learning, Data Augmentation, Image Preprocessing
  Application: Medical Image Classification, Image Segmentation
  
• Enhanced classification of leukemia white blood cell images using a modified ResNet-101 model, improving accuracy with transfer learning and data augmentation.

Project: Student & User Management System
Technologies: Python, SQLAlchemy, SQLite, MD5, JSON

• Developed a user and student management system with authentication, password hashing, and CRUD operations.
• Used SQLAlchemy ORM for database management and implemented data validation functions.
• Integrated unit testing and secure password storage with MD5 hashing.

• Modified ResNet-101 Model for Enhancing Classification of Leukemia White Blood Cell Images
  Published in 2024 IEEE International Conference on Intelligent Signal Processing and Effective Communication Technologies (INSPECT), [Sept 2024]
• AWS
• Network Security Associate Virtual Internship – Fortinet, May–July 2023
• Embedded Developer Virtual Internship – Microchip, September–November 2023
• Android Developer Virtual Internship – India Edu Program & Google for Developers, January–March 2024
• Platform Administration Master Certification – Proficient in managing platforms for large-scale systems
• Machine Learning Professional Certification – Certified in implementing machine learning models and algorithms
• Data Engineering Professional Certification – Expertise in data pipelines, transformation, and cloud-based data systems

• National Hockey Player
• Award for Highest Blood Donations from Osmania Hospital
• Vice President, ICC Club – Organized South India’s longest fest, Sreevision, for three consecutive years.
• Executive Committee Member - National Service Scheme, India
• National Hockey Player, India
• Award from Governor of Telangana – Recognized for exceptional contribution to social initiatives.

2024 IEEE International Conference on Intelligent Signal Processing and Effective Communication Technologies

• Vice President, Innovation and Creativity Club, Hyderabad, Telangana, 07/23, 09/24, Organized and directed South India's longest-running college fest, Sreevision, for three consecutive years, overseeing over 1,000 participants., Coordinated with cross-functional teams to manage event logistics, sponsorship, and marketing, ensuring successful execution., Enhanced collaboration between clubs and academic departments, promoting a vibrant student life culture.
• Executive Board Member, National Service Scheme - India, Hyderabad, Telangana, 09/22, 09/23, Led and coordinated various community outreach programs, including organizing donation drives and educational initiatives by teaching underprivileged children., Spearheaded a record-breaking vaccination drive, administering 1,500 vaccines in a single day, recognized as the highest in institutional history., Managed volunteer teams to effectively plan and execute large-scale public health campaigns and social awareness programs.