Bhumika Tiwari
Machine Learning & AI Researcher | Software Developer
Innovative and results-driven professional with expertise in time series forecasting, ensemble learning, and software development.
About Me
Innovative and results-driven Machine Learning and AI researcher with expertise in time series forecasting, ensemble learning, and software development. Proven track record in cutting-edge research, patent innovation, and impactful publications in AI-driven agriculture. Passionate about leveraging data-driven solutions to solve real-world challenges. Seeking to contribute my expertise in advanced analytics, AI, and software development to a leading technology firm, driving innovation and business growth.
Skills & Expertise
Experience & Education
Work Experience
- Worked on industry-based projects, gaining hands-on experience with multiple platforms.
- Developed and maintained websites using WordPress and Shopify, enhancing e-commerce functionalities.
- Built a cross-platform mobile application for Android and iOS using Flutter and Dart, catering to industry requirements.
- Strengthened proficiency in Flutter, Dart, WordPress, and Shopify through practical development and implementation.
Education
Cumulative GPA: 8.95
Cumulative GPA: 8.29
Patent
Inventors: Bhumika Tiwari, Moumita Mandal, Dr. Paurav Goel, Dr. Rakesh Kumar.
Developed an AI-powered food allergy detection system for real-time allergen identification using high-resolution scanning and a deep-learning analysis engine.
Publications
- Proposed an optimized XGBoost model to improve the accuracy of crop yield predictions using time series forecasting.
- Utilized historical agricultural data to enhance predictive precision, aiding better decision-making in agricultural planning.
- Conducted a comprehensive analysis of machine learning, deep learning, and ensemble methods in crop yield prediction.
- Highlighted challenges in the field and provided a comparative review of model performance in agricultural forecasting.
Projects
Developed an application and website specifically designed for working women. Implemented diet and workout plans available for free, with additional paid rewards and certification. Integrated Firebase for real-time data handling and authentication.
Designed a tool to visually demonstrate sorting algorithms like Insertion Sort, Bubble Sort, Selection Sort, and Quick Sort. Enabled real-time comparison between different sorting techniques through graphical insights.
Developed a fully responsive coffee shop website with real-time data integration. Implemented an "Add to Cart" feature to allow customers to place orders at their convenience.
Created a classic Tic-Tac-Toe game demonstrating cross and zero entity interactions. Implemented logical game mechanics using C programming fundamentals.
Certifications & Achievements
Certifications
- Data Analytics Google Certification- Coursera
- Introduction to Computer Vision and Image Processing- Deep Learning
- Introduction to Cyber Security- Certification Program
- Fundamentals of Visualization with Tableau- Certification Program
- Programming with C++- Certification Program
- Data Visualization with Tableau Project- Certification Program
- Compilation of C Training- IIT Bombay
Achievements
- Patent Holder- AI-Driven Allergy Alert Scan System (Application No: 202511006775 A)
- Research Scholar- Published research and review papers in crop yield prediction using AI and ML techniques
- National Hockey Player- Represented Chandigarh Region at the National Level
- Scouts and Guides Award- Awarded Best Guide Award at the National Level
- Rajya Puraskaar Award- Received from Lieutenant Colonel for excellence in Scouts and Guides
- Head Girl- Demonstrated leadership and team management skills
- Student Coordinator- Alumni Cell, Student's Cultural Activity Club, Student's Sports Club, Science and Technology Club, IoT-Based Strategies Club