sai sugun
@saisugun
I build reliable full-stack and agentic AI systems from architecture through deployment.
IrelandWhat I'm looking for
I've built production full-stack and AI systems independently, including Your Senior, an open-source agentic AI platform with RAG and a three-tier confidence-gating layer that declines unsupported answers. At 24 Skanda Solutions, I integrated LangChain and the Claude API into production workflows, reducing client manual processing effort by 60%.
I've delivered fault-tolerant systems for 200 active users with zero downtime, scaled systems to 10x data volume through algorithm and SQL optimisation, and achieved 86% automated test coverage on a production CLI tool. I hold an MSc in Information Systems from University College Dublin and am deepening my Responsible AI governance practice.
Experience
Work history, roles, and key accomplishments
Freelance Web & Content Developer
RDCat, University College Dublin
Apr 2025 - Present (1 year 4 months)
Designed and built pages on a live institutional research platform using WordPress and Elementor, translating research content into accessible public-facing web copy.
Software and Data Engineer
24 Skanda Solutions Ltd.
Jan 2024 - Oct 2024 (9 months)
Integrated LLM capabilities using LangChain and Claude API into production workflows, reducing client manual processing effort by 60%. Designed fault-tolerant full-stack solutions serving 200 active users with zero downtime and scaled systems to 10x data volume.
Data Science Intern
Oasis Infobyte
Jan 2023 - Jun 2023 (5 months)
Implemented automated health-check monitoring and systematic root-cause analysis, achieving zero production incidents. Designed automated Python pipelines with Docker and GitHub Actions CI/CD, reducing manual data processing time by 60%.
Education
Degrees, certifications, and relevant coursework
University College Dublin
Master of Science, Information Systems
2024 - 2025
Grade: GPA 3.29/4.2, Second Class Honours Grade 1
Pursued an MSc in Information Systems, achieving a GPA of 3.29/4.2 with Second Class Honours Grade 1.
Visvesvaraya Technological University
Bachelor of Engineering, Computer Science and Engineering
2019 - 2023
Grade: CGPA 7.7/10, First Class with Distinction
Earned a Bachelor of Engineering in Computer Science and Engineering with a CGPA of 7.7/10, achieving First Class with Distinction.
Tech stack
Software and tools used professionally
Availability
Location
IrelandAuthorized to work in
Portfolio
drsai9090.github.io/PortfolioSalary expectations
Social media
Job categories
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