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G5andeepD/README.md

Hi πŸ‘‹, I'm Sandeep Dassanayake

Computer Engineering Graduate | AI, Biomedical ML & Computational Biology Enthusiast


πŸ‘¨β€πŸ’» About Me

  • πŸŽ“ Computer Engineering graduate from the University of Peradeniya, Sri Lanka with a GPA of 4.00/4.00
  • πŸ… Recipient of the Peradeniya University Gold Medal for Scholastic and Extra-Mural Excellence
  • πŸ”¬ Interested in applying Artificial Intelligence and Machine Learning to computational biology, genomics, biomedical imaging, and scientific discovery
  • 🦷 Currently working on AI-assisted quality assessment of root canal treatment using periapical radiographs
  • 🧬 Exploring protein function prediction, RNA velocity inference, and biomedical AI
  • β™ŸοΈ Outside academics, I am a passionate chess player with a strong interest in astronomy and space science

πŸ’Ό Experience

  • Teaching Assistant Department of Computer Engineering, University of Peradeniya Jan. 2023 – Present Assisting courses including Image Processing, Data Structures and Algorithms, Computer Communication Networks, Computer Architecture, Software Systems Project, and Embedded Systems Project.

  • AI Engineering Intern β€” METI Japan Internship Program Act Node Inc., Japan Oct. 2025 – Dec. 2025 Selected among the top 50 globally out of 14,000+ applicants. Worked on improving a chicken weight estimation AI module using YOLOv11 and YOLOv11-Seg for complex farm environments.

  • Software Engineering Intern WSO2 β€” Choreo Team Jul. 2024 – Dec. 2024 Worked on Choreo’s internal developer platform and developed the OpenAI Images Ballerina Connector, deployed to Ballerina Central.


πŸ› οΈ Projects I'm Proud Of

  • 🦷 AI Assisted Quality Assessment of Root Canal Treatment Multimodal AI pipeline for dental radiographic quality assessment using localization, segmentation, and keypoint detection.

  • 🧬 Protein Function Prediction from Sequence Machine learning approach for predicting protein function from amino acid sequences using ProtVec, alphabet reduction, ESM-2, and downstream classification tasks.

  • 🐝 BeeZee: Smart Beehive Monitoring System IoT and AI-based smart beehive monitoring system with sensor integration, cloud deployment, and pollen detection feasibility analysis.

  • βš™οΈ RV32IM Pipeline Processor 5-stage pipelined RISC-V RV32IM processor with hazard handling and EDA-based power and timing analysis.

  • πŸ“‹ VisitLog: Digital Reporting Platform for Technical Visits Mobile and web-based reporting system for technical service visits, built using Flutter, React, Firebase, and CI/CD workflows.

  • 🌱 Calm Quest Student mental health platform with counselor interaction, chat, appointment scheduling, emergency alerts, sentiment analysis, and emotion detection.


πŸ”— Connect With Me

linkedin email portfolio


🧰 Languages and Tools


πŸ“Š GitHub Stats

Top Langs





Sandeep's GitHub Stats

GitHub Streak


🧠 Currently Exploring

  • AI-assisted dental radiographic quality assessment
  • Instance segmentation and keypoint detection for biomedical imaging
  • Protein function prediction from sequence embeddings
  • RNA velocity inference and computational genomics
  • Ballerina, developer platforms, cloud-native systems, and research tooling

πŸ† Notable Achievements

  • πŸ… Peradeniya University Gold Medal for Scholastic and Extra-Mural Excellence
  • 🌏 METI Japan Internship Program β€” selected among top 50 globally from 14,000+ applicants
  • 🧠 IEEE Xtreme 17.0 β€” Global Rank 364 out of 7,091 participants
  • πŸ’» ACES Coders v9.0 β€” National Rank 4 out of 250+ participants
  • πŸ’» ACES Coders v10.0 β€” National Rank 6 out of 350+ participants
  • β™ŸοΈ Competitive chess player with national and international achievements

β€œCode with purpose. Learn with curiosity. Build with passion.”

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