Publications

1. S. D'Souza, D. Shah, A. Allati, and P. Soni. Making forecasting self-learning and adaptive – pilot forecasting rack. arXiv preprint arXiv:2306.07305, 2023.
2. S. D'Souza. Intelligent supply chain management using quantum. hal-03740772, 2022.
3. P. Pathakota, K. Zaid, A. Dhara, H. Meisheri, S. D'Souza, D. Shah, and H. Khadilkar. Learning to minimize cost to serve for multi-node multi-product order fulfilment in electronic commerce. In Proceedings of the 6th Joint International Conference on Data Science & Management of Data (CODS-COMAD), pages 176–184, 2023.
4. S. D'Souza. Implementing reinforcement learning algorithms in retail supply chains with openai gym toolkit. arXiv preprint arXiv:2104.14398, 2021. Evangelist, Mission Algo 2021.
5. S. D'Souza. Holistic generational offsets: fostering a primitive online abstraction for human vs. machine cognition. arXiv preprint arXiv:1810.03955, 2019.
6. S. D'Souza and B. Mehta. Defining a sandbox for responsible ai. Available at SSRN 3255075, 2018. SSRN's Top 100 download list for CompSciRN: Artificial Intelligence, 2018.
7. S. D'Souza. LSTM neural network for textual ngrams. Preprints, 2018. SSRN's Top Ten download list for CompSciRN: Artificial Intelligence, Dec, 2018.
8. S. D'Souza. Parser extraction of triples in unstructured text. arXiv preprint arXiv:1811.05768, 2018.
9. S. D'Souza. Evolving system bottlenecks in the as a service cloud. arXiv preprint arXiv:1809.07794, 2018.
10. S. D'Souza. Eclipse cdt code analysis and unit testing. PeerJ Preprints, 6:e27350v1, 2018. Received Best Pragati, Wipro. PeerJ Top 5 most viewed article in Programming Languages, 2018.
11. S. D'Souza. Cognitive architecture for a connected world. arXiv preprint arXiv:1810.03955v1, 2018. Top 10 Shortlisted, Whitepaper Contest, Wipro.
12. T. Kgil, S. D'Souza, A. Saidi, N. Binkert, R. Dreslinski, T. Mudge, S. Reinhardt, and K. Flautner. Picoserver: using 3d stacking technology to enable a compact energy efficient chip multiprocessor. International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS :117–128, 2006.

Patents

1. S. D'Souza and G. Jain. Sizing range of items based on distribution centres and stores in a supply chain network. Filed US Patent 18/413,915, IN Patent 202321066595. 2024.
2. S. D'Souza and G. Jain. Method and system to streamline return decision and optimize costs. Filed US Patent 18/416,270, IN Patent 202321061414. 2024.
3. S. D'Souza, S. Lakshminarayanan, and G. Contractor. Sentence phrase generation. Granted US Patent 11501080 B2. 2022.
4. S. D'Souza, A. Pandey, B. Bhagat, V. Patil, C. Teegala, S. Basavaraj, E. Joy, N. Rao, and H. Jawagal. Textual entailment. Granted US Patent 11455543 B2. 2022.
5. S. D'Souza, H. Boxwala, V. Kotwal, S. Reddy, A. Patcharla, S. Mishra, S. Gopalakrishnan, and H. Jawagal. Artificial intelligence and machine learning based conversational agent. Granted US Patent 11176598 B2. Filed AU Patent 2019257387.
6. S. D'Souza. System and method for extracting information from unstructured text. Granted US Patent 10002129 B1, IN Patent 479717. 2018.

Invited Talks

• Industry expert, tcs ion industry honour course - application of deep learning and neural networks, 2023.
• Irc author talk, tcs library - book feature, 2022. A Retrospective on Enabling a Connected World.
• Pie & ai: navi mumbai-past and future of ai and the scope of ms in ai, 2020. SMLRA in association with deeplearning.ai
• Tas sli - case study team, 2018. Technology Architecture School (TAS) Case Study, Accenture
• S. D'Souza, U. Jakati, and P. Athreyee. Learn over coffee: computer vision and the role of continuous testing in devops, 2018. Global Webcast, Accenture. 300+ attendees, Intranet
• Systems challenges for ai (presentation slides). Available at SSRN 3285190, 2018. Reading Group, Accenture
• Learning with classification and clustering, neural networks (presentation slides). Available at SSRN 3242799, 2018. Short Term Training Program (STTP) on Machine Learning. FCRIT
• Eclipse cdt code analysis and unit testing, 2015. Poster Presentation. Awarded Best Pragati, Wipro
• Programming languages, 2014. Technical Talk, Wipro

Software

• Visitor patterns for n-ary data sets, 2020. Implementation of a Maze, Tree
• Randomly generated article with figures, 2019.
• Ai ecosystems enabling, 2019. Implementation of a Perceptron, Neural Network, Information Gain, Reinforcement Learning Tic-tac-toe
• Lstm neural network for textual ngrams, 2019.
• Data from: parser extraction of triples in unstructured text, 2016.
• Scigen, 2019.
• Randomly generated book, 2018.
• Data from: eclipse cdt code analysis and unit testing, 2019.
• Web.html, 2018.
• Prog lang.py, 2018.