As an IT professional and researcher specializing in AI, I am dedicated to creating user-centric solutions that harness the power of data science and machine learning. With a proven track record of designing and implementing AI-driven projects, I am passionate about making a tangible impact by aligning technology with user needs.
In interactions among individuals and between humans and computers, group behavior can exert mutual influence. This project addressed computational challenges within group dynamics by establishing a versatile modeling framework, fostering practical applications in affective computing, human-computer interaction, and social-signal processing.
Work & Experience
- Collaborated closely with a team of researchers on a cutting-edge machine learning project. - Assisted in data collection, preprocessing, and cleaning of large-scale datasets. - Developed, implemented and deployed machine learning models using Python and PyTorch. - Designed and conducted experiments to evaluate model performance, fine-tuned hyper parameters, and optimized algorithms for better accuracy and efficiency. Skills used: Python, PyTorch, TensorFlow, Transformers, Natural Language Processing, Docker, Collaboration, Communication
Designed and conducted practical sessions covering edge detection, object detection, segmentation and Generative Adversarial Networks (GANs). Skills used: Python, TensorFlow, NumPy, scikit-learn, Jupyter Notebook, Video analysis, Communication and presentation