Bhopal, Madhya Pradesh, India
I am a Research and Development Engineer at Verbotics AI, where I create solutions for the healthcare industry using Natural Language Processing and Text Mining while exploring state-of-the-art techniques in Clinical NLP. I have a BS-MS degree in Mathematics and Statistics from the Indian Institute of Science Education & Research (IISER), Kolkata. My core competencies include Natural Language Processing, Transformer Models, and Graph Neural Networks. In my previous role as a Research and Development Engineer in the Core Team at TechXR Innovations Private Limited, I successfully addressed compatibility challenges between the company's flagship hardware SenseXR and Android 11+ devices by developing an Android-to-Unity3D plugin within a rapid 10-week period. I also led the "XR Blocks" team in skillfully integrating 3 advanced features over the course of 1 month, effectively revolutionizing cross-platform 3D game development through innovative code blocks and sophisticated world-building techniques. Additionally, I innovatively introduced real-time multi-target-multi-logic capabilities to the "XR Blocks" engine within a span of 1.5 months, significantly enhancing the user experience and engagement. As a Research Scholar at AI-NLP-ML Research Lab IIT Patna, I created the world’s largest multi-modal multi-lingual summarization dataset with 1.2 million instances, and the world’s largest multilingual keyword extraction dataset with 540 thousand instances, both of which were published in prestigious conferences. I am passionate about applying my skills and knowledge to solve real-world problems and create a positive impact. I value collaboration, learning, and innovation, and I believe I can bring diverse perspectives and experiences to the team.
Creating solutions for the healthcare industry using Natural Language Processing and Algorithms, while exploring state-of-the-art techniques in Clinical NLP
-Successfully addressed compatibility challenges between company flagship hardware SenseXR and Android 11+ devices by developing an Android-to-Unity3D plugin within a rapid 10-week period. This plugin is now extensively utilized across all marketplaces, with integrated controller support. -Led the "XR Blocks" team in skillfully integrating 3 advanced features over the course of 1 month, effectively revolutionizing cross-platform 3D game development through innovative code blocks and sophisticated world-building techniques. -Innovatively introduced real-time multi-target-multi-logic capabilities to the "XR Blocks" engine within a span of 1.5 months, significantly enhancing the dynamics of AR VR game design. This pivotal innovation is now published and forms a defining feature of the platform. -Designed and deployed a streamlined semantic search API that swiftly retrieves results for over 100,000 in-house 3D models with sub-second latency, resulting in significantly improved workflow efficiency. -Curated an extensive library of 130,000+ 3D models, meticulously documenting licensing details to facilitate seamless integration across a diverse range of applications and platforms. -Strategically automated critical processes, including daily standups, task assignments, and monitoring, leading to heightened team productivity. -Developed a cutting-edge web-based XR development module, augmenting the educational offerings of the company. -Played a pivotal role in shaping managerial decisions, leveraging tools like Google Trends for market analysis, and optimizing product pipelines to enhance overall operational effectiveness.
- Created the world’s largest multi-modal multi-lingual summarization dataset with 1.2 million instances, published in EACL 2023. - Created the world’s largest multilingual keyword extraction dataset with 540 thousand instances, published in LREC 2022. - Crawled 20 web domains, scraped and organized large-scale data optimally by methods running in O(n) time. - Analyzed the performance of various keyword extraction and summarization techniques on finalized datasets and generated a comprehensive survey
-Designed and developed the main website which included a referral and funding program, published across the world and accessed by 5,000+ investors. - Improved user interface of existing pages and increased user retention by 90% for > 1 min, from 30 seconds initially. Also increased site traffic by 80% using various SEO and marketing strategies. - Organized and led marketing groups that increased user reach from 2K to 90K within a month on platforms like Telegram, featured in NASDAQ articles on Top 5 startups in the domain.
- Built a website and merged various form services optimally on the front end to fulfill the lack of a dedicated backend server, and organized online gaming events with more than 300 participants. - Managed product placement to organize various events, with zero cost, also researched trends using statistics to obtain a reach of 15000+