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:
• 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.
• Developed SPARQL scripts for efficient knowledge graph issue identification and resolution.

• 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:
• Utilized NLP and network analysis tools including NLTK, spaCy, and NetworkX for data processing and visualization. Conducted comprehensive research and reporting:

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.

✓ 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