In the rapidly evolving landscape of financial technology, AI solutions have become integral to improving customer experience and optimizing operational efficiency. Our recent project focused on deploying an AI-based loan prediction system with enhanced support through loan policy and counseling services. The journey involved meticulous model training, integration of Retrieval-Augmented...

With increase in textual content  in every domain, SORAL takes the advantage of using several top natural language processing techniques to create impactful applications. Research Publications : "Detect review manipulation by leveraging reviewer historical stylometrics in Amazon, Yelp, Facebook and Google reviews"- 2020 The 6th International Conference on E-Business and...

Leveraging Reinforcement Learning to Build a Privacy-Preserving Recommendation System Reinforcement Learning is the science of learning what to do and how to do it by introducing a reward-penalty system. The reward function is applied whenever an 'agent' wins the 'game' over a certain number of rounds. The agent is a...

Harnessing Big Data Analytics for Scalable and Intelligent Data Transformation Organizations have to deal with data that runs into terabytes and petabytes in volume. For these organizations, big data is no more an option but a necessity. And big data is not just about acquiring large amount of data. What...

Designing a Hybrid PoW–PoS Consensus Protocol for Secure and Fair Block Reward Distribution The success and global adoption of Bitcoin brought widespread attention to its underlying blockchain technology an immutable, distributed ledger secured by a peer-to-peer (P2P) consensus mechanism known as Proof of Work (PoW). One of the most critical...