Hi, I'm Rounak Gera
Machine learning enthusiast with knowledge of PyTorch, Scikit learn, Python, Computer Vision etc. Along with experience in freelancing and a collaborative team player with a strong commitment to driving innovation and delivering impactful solutions in fast-paced environments.
PROJECT
LearnallAI : Step Toward Personalized AI
• Developed a tool to help students to learn new concepts according to their level of knowledge and also a notes explainer
keeping in view knowledge of user.
• Used Gemini API to generate responses according to user’s knowledge and as well as test the user’s knowledge.
• Tools Used: Python, Django, HTML, Javascript, CSS, Render and Gemini API
RESEARCH WORK(IN PROGRESS)
Ensemble and Transfer Learning based Image Inpainting
• Outperformed current SOTA image inpainting models in all metrics by almost 15%.
• approach based on ensembling multiple inpainting models to improve the performance and transfer learning to avoid excess
training time.
PROJECT
Image Inpainting and Harmonization Model
• Developed a model combining image inpainting with image harmonization using ensemble learning and transfer learning.
• Enhanced restoration accuracy and visual consistency by integrating harmonization techniques.
• Tools Used: Python, Pytorch and Gradio.