Having profound interest in Machine Learning and Cryptography, have worked on a lot of ML and several Crypto Projects. You may also checkout linked GitHub Profile for more projects.
I am currently working as DBX OAP Developer at Oracle.
Experienced full-stack developer working on OJET, Node.js, BRM, and Oracle Event Processing (OEP). Worked and led cross-regional projects, onboarded new team members, and earned certifications, including Gen AI (Professional), Oracle Cloud, Machine Learning for Autonous Databases.
Developed a Mutual Funds Performance Prediction Model, tailored for the Indian stock market, achieving 96.2% accuracy under normal conditions. Optimized algorithms like ARIMA, XGBoost, and HMM with 40+ hyperparameters, showcasing AI's role in fintech.
Forests are the most important part of terrestrial life as they provide shelter to 80% of terrestrial life and provide them with food as well. Forest fires are a serious threat to flora and fauna followed by deforestation. Various preventive measures are taken to avoid such incidents from taking place; still, many such incidents happen every year causing long-term damage to surrounding biology, environment, and wildlife. This paper proposes a large-scale monitoring system and deep learning-based forest fire detection model that can detect forest fires from video frames captured by UAV drones. The proposed CNN model successfully detects forest fires with 97.29% accuracy. This will help to control the forest fires before they get out of control.
Forest Fire prediction, RTH index, RCNN, UAV
Engaged in diverse activities that combined my passion for statistics and mathematics in general, coding, and environmental sustainability. Organized seminars and workshops on machine learning and programming, while mentoring over 70 freshmen to enhance their academic journey. Actively participated in reforestation efforts, planting over 500 trees to promote environmental awareness and sustainability.
As an avid chess player, I proudly represented my college in numerous competitions and inter-university events, honing my strategic thinking and analytical skills. Beyond chess, I am passionate about fitness and enjoy a variety of competitive sports, including basketball, swimming, cricket, and baseball. My commitment to athleticism not only keeps me physically fit but also instills a strong sense of teamwork and perseverance in every endeavor I pursue.
Tip : Feel free to submit and share your suggestions along with potential improvement tips as well as for staying in touch with me and my work.