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Arghya Roy

@arghyaroy

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Machine learning and NLP technologist skilled in building scalable AI systems and personalized recommendation models.

Bangladesh

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What I'm looking for

I seek roles where I can apply NLP and ML expertise to build production-ready, scalable AI systems, collaborate in cross-functional teams, and grow through research and practical deployment.

I’m a CSE graduate from NIT Calicut, a President’s Scout and SII Scholar, with a strong academic foundation including A+ in both SSC and HSC. My journey has always balanced technical curiosity with leadership—serving as the General Secretary of the Science Club during my college years and later leading large-scale cultural operations as the Proshow Head for Tathva ’24 at NITC.

As a technologist, I’ve worked across AI, NLP, generative systems, and recommendation engines, building projects like a Generative Travel Recommendation System and POI preference modeling pipelines. I enjoy translating ideas into practical, user-focused solutions while working across data, algorithms, and system design.

My goal now is to grow into impactful tech-management roles—AI product, strategy, or technology operations—where I can blend engineering thinking with leadership, communication, and execution. I’m driven to keep learning, building, and contributing to high-impact teams in fast-paced tech environments.

Experience

Work history, roles, and key accomplishments

Research Intern

National Institute of Technology Calicut

Jan 2021 - Jun 2025 (4 years 5 months)

Developed a BERT-based generative travel recommendation system capable of producing sequential, personalized itineraries. By integrating contextual POI embeddings and preference modeling, the system achieved a 20% improvement in recommendation accuracy over baseline models.

Python BERT TensorFlow PyTorch NLP data preprocessing Sequence Modeling Docker

Proshow Head

National Institute of Technology Calicut

Feb 2024 - Apr 2024 (2 months)

Managed and curated headline events for Thatva 24, South India’s largest technical festival, driving attendee engagement and showcasing talent over a 3-month period.

Event Management Program Curation Talent Coordination On site Production Stakeholder Communication Scheduling Volunteer Management On Site Production

Unit Leader

Bangladesh Scouts

Jan 2015 - Dec 2020 (5 years 11 months)

Represented the unit at major national and international camps (including President’s Scout Camp and JOTA–JOTI), leading diverse teams and improving resilience and team coordination across events.

Leadership Teamwork Event Coordination Youth Development Public Speaking Crisis Management Cross Cultural Communication

Secretary General

Lalmonirhat Science and Literature Club

Nov 2017 - Dec 2019 (2 years 1 month)

Led a 300+ member community, organized Lalmonirhat’s first Tech Fest and 10+ workshops, and coordinated publication of the annual magazine Alokdhenu to boost STEM and literary engagement.

Event Planning Community Leadership Program Coordination Workshop Facilitation Publication Management Youth Engagement Public Speaking

Education

Degrees, certifications, and relevant coursework

National Institute of Technology Calicut

Bachelor of Technology, Computer Science & Engineering

2021 - 2025

Activities and societies: Collaborative project work on recommendation systems; roles included POI extraction, model development, benchmarking and optimization.

Bachelor of Technology in Computer Science & Engineering with a project on a BERT-based generative personalized travel recommendation system, focusing on sequential personalized itineraries and contextual constraints.