Location History:
- Somerville, MA (US) (2023)
- Cambridge, MA (US) (2021 - 2024)
Company Filing History:
Years Active: 2021-2025
Title: Nandana Sampath Mihindukulasooriya: Innovator in Data Representation and Knowledge Linking
Introduction
Nandana Sampath Mihindukulasooriya is a prominent inventor based in Somerville, MA, with a remarkable portfolio of nine patents. His work primarily focuses on advancements in data representation and knowledge linking, showcasing his innovative approach to solving complex problems in technology.
Latest Patents
Among his latest patents is a groundbreaking invention titled "Permutation invariance for representing linearized tabular data." This invention provides an embodiment for encoding permutation-invariant representations of linearized tabular data. The process involves receiving input that includes tabular data and linearizing a column or row within that data. The embodiment automatically assigns an increasing sequence of position identifiers to each non-delimiting tokenized cell until a header delimiter is reached. Upon reaching the header delimiter, it assigns a monotonically increasing sequence of position identifiers for each non-delimiting tokenized cell positioned after the header delimiter. Additionally, it assigns static position identifiers for each of the cell delimiters in the linearized column or row, ultimately outputting an encoded permutation-invariant representation.
Another significant patent is "Implementing relation linking for knowledge bases." This computer-implemented method identifies a natural language query and translates it into an intermediate representation. It then converts this representation into one or more query triples and performs relation linking between these triples and a plurality of knowledge base triples.
Career Highlights
Nandana is currently employed at International Business Machines Corporation, commonly known as IBM. His contributions to the field of data representation and knowledge linking have positioned him as a key player in technological innovation.
Collaborations
Throughout his career, Nandana has collaborated with notable colleagues, including Alfio Massimiliano Gliozzo and Nicolas Rodolfo Fauceglia. These collaborations have further enriched his work and expanded the impact of his inventions.
Conclusion
Nandana Sampath Mihindukulasooriya exemplifies the spirit of innovation through his significant contributions to data representation and knowledge linking. His patents reflect a deep understanding of technology and a commitment to advancing the field.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.