Ashwin Nair Email & Phone Number

Singapore

Singapore, Singapore

Spearheaded AI-driven innovations in library systems: • Directed a team to automate WARC file summary, title generation, and text classification using GPT-4, incorporating chain-of-thought reasoning, graph neural networks, and BERT models.• Implemented Named Entity Recognition with GPT-4 for knowledge graph enrichment, significantly enhancing metadata quality and discoverability.• Leveraged ChatGPT and prompt engineering techniques for advanced metadata enhancement, including… Show more Spearheaded AI-driven innovations in library systems: • Directed a team to automate WARC file summary, title generation, and text classification using GPT-4, incorporating chain-of-thought reasoning, graph neural networks, and BERT models.• Implemented Named Entity Recognition with GPT-4 for knowledge graph enrichment, significantly enhancing metadata quality and discoverability.• Leveraged ChatGPT and prompt engineering techniques for advanced metadata enhancement, including summarization and subject indexing/classification using predefined taxonomies.Led data quality management and system modernization initiatives: • Developed SPARQL scripts for efficient knowledge graph issue identification and resolution.• Facilitated the adoption of BIBFRAME cataloging through strategic software management and implementation.• Designed a user-friendly interface for MARCXML to BIBFRAME conversion, streamlining cataloging processes.Drove process automation and efficiency improvements: • Developed automated scripts and intuitive GUIs to optimize data processing and analysis in resource discovery projects.• Created a retrieval-augmented generation chatbot to enhance user experience and information access.• Integrated AI technologies into existing workflows, resulting in substantial time savings and improved accuracy.Fostered professional development and knowledge sharing: • Educated librarians on Python programming, enabling them to automate routine tasks and enhance technical skills.• Delivered presentations on Artificial Intelligence in Libraries, Knowledge Graphs, and Python applications.• Completed advanced courses in RDF, Linked Data, SPARQL, XML, and related technologies from Library Juice Academy.Managed diverse responsibilities: • Handled financial appointments and actively participated in key committees.• Collaborated with cross-functional teams to align technological advancements with library objectives. Show less

Pioneered interdisciplinary collaboration prediction: • Developed a network of potential research teams using a novel keywords-based approach on publications data.• Created and validated machine learning models to predict collaborations between Lee Kong Chian School of Medicine and College of Science.Applied advanced data analysis techniques: • Implemented interpretability algorithms to uncover key feature attributions in collaboration prediction models.• Utilized NLP… Show more Pioneered interdisciplinary collaboration prediction: • Developed a network of potential research teams using a novel keywords-based approach on publications data.• Created and validated machine learning models to predict collaborations between Lee Kong Chian School of Medicine and College of Science.Applied advanced data analysis techniques: • Implemented interpretability algorithms to uncover key feature attributions in collaboration prediction models.• Utilized NLP and network analysis tools including NLTK, spaCy, and NetworkX for data processing and visualization. Conducted comprehensive research and reporting: • Performed in-depth literature reviews on team science and interdisciplinary collaborations.• Identified high-potential research topics for cross-disciplinary experiments.• Prepared and presented regular progress reports and data visualizations to stakeholders from both schools. Show less

Singapore

✓ Created UIUX Design for Aventis Training Management System/ Aventis Wellness✓ Created Chatbots for Aventis Mental Wellness/ Aventis Advanced Analytics✓ Created Chatbots for Aventis’s Social Media Platforms (Telegram/Facebook)✓ Wrote blog posts on Aventis Advanced Analytics✓ Assisted in Technical Support and setting up Educational Events✓ Conducted research on customer metrics and data structures

✓ Conducted starch analysis independently and record physical and application properties.✓ Managed laboratory supplies and track incoming samples.✓ Set up lab apparatus for demonstrations and key in data.

✓ In charge of optics store; Loaned and sent items for maintenance servicing.✓ Prepared documents and statements for headquarters and outdoor events.✓ Ensured cleanliness of stores and capability of equipment.✓ Attained the rank of Corporal First Class (CFC).

✓ Used excel programs and created graphs to mark gross financial progressions and overall faults in the cleanroom.✓ Tested factory analysts on their ability to detect defects on microchips.✓ Participated in meetings and discussions regarding engineering and the company.

Bachelor Of Science - Bsc, Information And Communication Technology

Graduate Diploma In Data Science And Artificial Intelligence, Artificial Intelligence

Sgus Data Science Professional (Ai & Machine Learning App Developer)

Diploma In Micro And Nanotechnology, Engineering

Activities and Societies: Jammerz Arena Astronomy Club