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Alvyn Abranches is an Assistant Professor in Computer Applications with over four years of teaching experience and more than three years of industry experience in software development and AI-driven systems. His combined academic and professional background enables him to effectively bridge theoretical concepts with practical, real-world applications.
He works across interdisciplinary domains that connect computing with linguistics, sociology, cognitive science, and emerging computational paradigms. His teaching approach emphasizes conceptual clarity, hands-on experimentation, scalable system design, and research-oriented learning. He actively mentors students in developing real-world AI solutions, including multilingual NLP systems, speech-to-speech applications, and end-to-end AI deployment, while encouraging participation in hackathons, innovation challenges, and research initiatives.
Currently pursuing his PhD, his research focuses on advancing AI for low-resource Indian languages through computational psychosociolinguistics. His work explores language variation across social and cultural contexts and aims to develop inclusive, speech-based AI systems that support linguistic equity, particularly for Konkani and Marathi. He is also interested in the intersection of Artificial Intelligence and Quantum Computing, and remains committed to building ethical, inclusive, and community-driven technologies.
- CONFERENCE PROCEEDINGS
• December 2024: Presented “Aspect-Based Summaries from Online Product Reviews: A Comparative Study Using Various LLMs” at the International Conference on Natural Language Processing (ICON-2024), held at AU-KBC Research Centre, Chennai. Level: International | Citations: 2
Link: https://aclanthology.org/2024.icon-1.65.pdf
• December 2024: Presented at the International Conference on Natural Language Processing (ICON-2024), held at AU-KBC Research Centre, Chennai. Level: International | Citations: 0
Link: https://aclanthology.org/2024.icon-1.66.pdf
- CONFERENCE PRESENTATIONS
• January 2026: Presented “Harnessing Sociolinguistics, Psycholinguistics, and Computational Linguistics for Konkani: Dialect - Aware and Intonation - Diverse Speech Recognition” at Speech Prosody, held at the International Institute of Information Technology, Hyderabad. Level: National
• October 2025: Presented “Conversational ASR Konkani Dataset” at “Tools and Techniques in Computational Linguistics: Bridging Language, Technology and Careers”, held at Government College of Commerce and Economics, Borda. Level: State
• October 2025: Presented “Romi Konkani Translation Dataset” at “Tools and Techniques in Computational Linguistics: Bridging Language, Technology and Careers”, held at Government College of Commerce and Economics, Borda. Level: State
• October 2025: Presented “Konkani Sentiment Analysis Dataset” at “Tools and Techniques in Computational Linguistics: Bridging Language, Technology and Careers”, held at Government College of Commerce and Economics, Borda. Level: State
• October 2025: Presented “The Roman Konkani Translation Dataset: A Zero-Resource Konkani Script” at “Linguistic Heritage of Goa: History and Struggle”, held at Sant Sohirobanath Ambiye Government College and Research Centre, Virnoda, Pernem, Goa. Level: State
• March 2025: Presented “A Comparative Benchmarking Study of Online Machine Translation Systems for Konkani” at The Benchmarking Conference, held at the Linguistic Data Consortium for Indian Languages, Mysore. Level: National
• March 2025: Presented “KonkABS: Evaluating Low-Resource Benchmark for Aspect-Based Summarization in Konkani Using Translated OASum Dataset with LLMs” at The Benchmarking Conference, held at the Linguistic Data Consortium for Indian Languages, Mysore. Level: National
• December 2024: Presented “Balancing Performance and Environmental Impact in Aspect-Based Review Summarization with Large Language Models” at the Digital Humanities conference, DHARTI, held at the Indian Institute of Technology, Jodhpur. Level: International
• January 2026: Presented “Harnessing Sociolinguistics, Psycholinguistics, and Computational Linguistics for Konkani: Dialect-Aware and Intonation-Diverse Speech Recognition” at Speech Prosody, held at the International Institute of Information Technology, Hyderabad. Level: National
• October 2025: Presented “Conversational ASR Konkani Dataset” at “Tools and Techniques in Computational Linguistics: Bridging Language, Technology and Careers”, held at Government College of Commerce and Economics, Borda. Level: State
• October 2025: Presented “Romi Konkani Translation Dataset” at “Tools and Techniques in Computational Linguistics: Bridging Language, Technology and Careers”, held at Government College of Commerce and Economics, Borda. Level: State
• October 2025: Presented “Konkani Sentiment Analysis Dataset” at “Tools and Techniques in Computational Linguistics: Bridging Language, Technology and Careers”, held at Government College of Commerce and Economics, Borda. Level: State
• October 2025: Presented “The Roman Konkani Translation Dataset: A Zero-Resource Konkani Script” at “Linguistic Heritage of Goa: History and Struggle”, held at Sant Sohirobanath Ambiye Government College and Research Centre, Virnoda, Pernem, Goa. Level: State
• March 2025: Presented “A Comparative Benchmarking Study of Online Machine Translation Systems for Konkani” at The Benchmarking Conference, held at the Linguistic Data Consortium for Indian Languages, Mysore. Level: National
• March 2025: Presented “KonkABS: Evaluating Low-Resource Benchmark for Aspect-Based Summarization in Konkani Using Translated OASum Dataset with LLMs” at The Benchmarking Conference, held at the Linguistic Data Consortium for Indian Languages, Mysore. Level: National
• December 2024: Presented “Balancing Performance and Environmental Impact in Aspect-Based Review Summarization with Large Language Models” at the Digital Humanities conference, DHARTI, held at the Indian Institute of Technology, Jodhpur. Level: International
- PUBLICATIONS
February 2020: Published “The World of Quantum Artificial Intelligence—The Smart and Faster Way to Reach Artificial General Intelligence” in the International Journal of Engineering Research & Technology (IJERT).
Citations: 0 | ISSN: 2278-0181
- FDP'S ATTENDED
• Artificial Intelligence (AI) Tools for Pedagogical Enhancement in Higher Education, 3rd to 7th November 2025
- SEMINARS, WORKSHOPS & CONFERENCES ATTENDED
• Workshop on Mastering Panel Data Models, 28–30 August 2025
• Bridging Languages with Generative Models: Advances in Speech Technology, 12-16 December 2025
• Roadmap to Distinction: Navigating SDGs and Global Benchmarks for Institutional Growth, 12 January 2026
• Emerging Research Opportunities in Languages, Linguistics and Literature, organised by the Goa State Research Foundation, 28 February 2026
- STATE LEVEL ACHIEVEMENTS
• 19 December 2022: Received recognition for the Highest CGPA in Porvorim Constituency from Socorro Panchayat.
• June 2019: Received the Best Stage Design for Marathi Natak award from Kala Academy Goa.
• February 2019: Received the Student of the Year award from Dnyanprassarak Mandal’s College & Research Centre.
• December 2015: Received the Best Vocational Student of the Year award from DM’s PVS SM Kushe Higher Secondary School.
- RESEARCH AREA
Computational Linguistics, Acoustical Phonetics, Psychosociolinguistics
- GOOGLE SCHOLAR ID
https://scholar.google.com/citations?user=8THDf5sAAAAJ&hl=en