Aditya Guha

WORK HISTORY

EDUCATION

ABOUT ADITYA GUHA

I am a driven and enthusiastic software developer with a strong foundation in machine learning, deep learning, and software engineering. My technical skill set includes PyTorch, TensorFlow, Python, C++, and Java, along with hands-on experience in Genetic Algorithms (NSGA-II), Natural Language Processing (NLP), Generative AI, and Computer Vision. I have a solid background in research and development and have worked on optimization problems, AI-driven projects, and real-world applications.I am eager to contribute my skills in dynamic environments, collaborate on innovative solutions, and grow as a developer.Key Highlights:Machine Learning & Deep Learning: Applied PyTorch and TensorFlow for academic projects in computer vision and NLP, building models for real-world applications.Genetic Algorithms & NSGA-II: Developed solutions for multi-objective optimization problems using Genetic Algorithms and NSGA-II, particularly in system reliability optimization.Natural Language Processing (NLP): Worked on NLP techniques like text classification and sentiment analysis, leveraging deep learning for language modeling.Generative AI & Computer Vision: Exposure to Generative AI models and computer vision techniques for image generation, object detection, and classification.Programming Skills: Proficient in Python, C++, and Java, with additional knowledge of SQL for data management and querying.Research & Development: Completed research-oriented projects involving algorithm design, performance evaluation, and optimization in various domains.Team Collaboration: Actively contributed to team projects, applying software development principles and version control to deliver quality results.Skills:1. Machine Learning (PyTorch, TensorFlow)2. Genetic Algorithms (NSGA-II)3. Natural Language Processing (NLP)4. Generative AI5. Computer Vision6. Python, C++, Java7. SQL8. Research and Development9. Problem Solving10. Software Engineering Fundamentals11. Team Collaboration