Curriculum Vitae — Robin Jephthah Rajarathinam

Experience

  1. Dec 2025 — Present

    Radicality Ministries

    Curriculum Development & AI Researcher

    Illinois, US LeadTamara Rowe

    • Designed and developed Intimacy with God: 90-Day Teen Journal, a 188-page devotional workbook for young adults — architecting daily content progression around evidence-based instructional design and producing all interior layouts, typography, and front/back cover artwork in Canva.
    • Revamped the Radicality Ministries Squarespace site by unifying design, typography, and color systems across all pages and shipping SEO improvements that drove a 10% increase in site impressions in the first month; iterating on structured user feedback collected from newcomers, churchgoers, and donors.
    • Prompt-engineered LLMs (Claude, Canva AI) to automate curriculum and content generation; configured Claude Cowork scheduled tasks to streamline recurring production workflows across the ministry's educational pipeline.
  2. Aug 2023 — Aug 2025

    INVITE AI Institute

    Graduate Research Assistant

    Champaign, IL

    • Pioneered the use of LLaVA (Large Language and Vision Assistant) to automatically detect non-verbal cues from video, enabling holistic analysis of collaboration.
    • Prompt-engineered LLMs to automate detection of collaborative behaviors from speech transcripts — eliminating manual coding while achieving accuracy > 0.85 for most behaviors.
    • Validated a noise-adaptive neural network that fuses audio, linguistic, and video data to maintain detection of student collaboration states even when modality quality drops.
    • Improved facial-recognition accuracy in group settings by 400% by deploying a 360-degree camera for superior data collection.
  3. Jan 2023 — May 2025

    CoLearn Lab · UIUC

    Graduate Research Assistant

    Champaign, IL PIDr. Emma Mercier

    • Developed a late-fusion Random Forest model in Python that achieved an F1-score > 0.8 in predicting on-task collaborative behaviors from video, audio, and log data.
    • Identified the unique predictive power of each data stream and advanced the methodology by introducing group-wise cross-validation and SMOTE to ensure model robustness and address class imbalance.
    • Investigated the impact of spatial pedagogy on student help-seeking behaviors by tracking teacher positional data through fisheye camera footage with OpenCV.
  4. Aug 2022 — May 2025

    Immersive Data Lab · UIUC

    Graduate Research Assistant

    Champaign, IL PIDr. Jina Kang

    • Led a user-centered redesign of the HoloOrbits astronomy simulation, enhancing UX based on usability testing with students and teachers.
    • Fine-tuned a Small Language Model (Microsoft Phi-3) on synthetic data to replicate a GPT-4o tutor agent — achieving 85% result replication while identifying systematic model hallucinations.
    • Applied ONA & ENA network analysis to visually map and quantify the link between students' joint attention and successful collaboration.
  5. May 2023 — Aug 2024

    Siebel Center for Design · UIUC

    Graduate Research Assistant

    Champaign, IL

    • Designed and implemented an infrastructure that streamlined interactions among K-12 teachers, engineering graduate TAs, and Teaching Catalysts (education seniors) to develop lesson plans together.
    • Delivered key insights for program improvement by designing, deploying, and analyzing survey data from graduate teaching assistants to evaluate the effectiveness of this new teaching ecosystem.
  6. Aug 2021 — May 2023

    CoLearn Lab · UIUC

    Graduate Research Assistant — Speech Analytics

    Champaign, IL PIDr. Emma Mercier

    • Processed group and individual audio data from undergraduate collaborative sessions using the openSMILE toolkit.
    • Analyzed non-lexical features to elucidate patterns in student collaboration and teacher–student interactions.
  7. Aug 2020 — Aug 2022

    Embodied & Immersive Technologies Group · UIUC

    Graduate Research Assistant

    Champaign, IL PIDr. Robb Lindgren

    • Orchestrated the collection of a complex, mixed-media dataset (CEASAR) from students using HoloLens 2, creating a rich repository for embodied collaboration research.
    • Refined and implemented behavioral coding schemes to analyze how physical gestures function as key indicators of embodied collaborative learning.
  8. Aug 2019 — May 2021

    CoLearn Lab · UIUC

    Graduate Research Assistant

    Champaign, IL PIDr. Emma Mercier

    • Designed and implemented robust behavioral coding schemes for the CSTEPS project to systematically quantify instructor–student interactions and their effect on student learning.
    • Applied advanced statistical modeling (Confirmatory Factor Analysis & Path Analysis) to validate a theoretical framework, proving a significant link between teaching interactions and student outcomes.
  9. Aug 2018 — Aug 2019

    CoLearn Lab · UIUC

    Research Fellow

    Champaign, IL PIDr. Emma Mercier

    • Designed a 50-minute research activity for Solid Mechanics, orchestrating the collection and manual annotation of multimodal data from longitudinal student-group sessions to create a foundational dataset on collaborative behaviors.
    • Authored a library of theory-backed collaboration prompts for the CSTEPS teacher tool, building the underlying database that helps instructors facilitate more effective student teamwork.

Education

  1. Aug 2021 — Aug 2025

    University of Illinois Urbana-Champaign

    Ph.D. — Curriculum & Instruction

    ThesisRanking features used in modeling student collaboration using multimodal learning analytics

  2. Aug 2019 — May 2021

    University of Illinois Urbana-Champaign

    M.A. — Curriculum & Instruction

    ThesisImpact of monitoring of instructor on the conceptual understanding of students working on a collaborative task as a group

  3. Aug 2013 — May 2018

    University of Illinois Urbana-Champaign

    M.S. — Mechanical Engineering

  4. Aug 2009 — May 2013

    Anna University

    B.E. — Mechanical Engineering

Technical Skills

  1. Languages

    Python · R

  2. Machine learning

    PyTorch · TensorFlow · scikit-learn

  3. Computer vision

    OpenCV · OpenFace · OpenPose · OpenSMILE

  4. Statistics

    RStudio · Mplus · SPSS · MATLAB · Mathematica

  5. Design

    Canva · Claude Design

Awards

  1. 2024

    Best Short Paper — Honorable Mention

    17th International Conference on Educational Data Mining (EDM 2024)

    International Educational Data Mining Society

  2. 2023

    Best Short Paper — Honorable Mention

    13th International Learning Analytics & Knowledge Conference (LAK 2023)

    Society for Learning Analytics Research

  3. 2023

    Graduate Student Travel Grant

    $500 · College of Education

    UIUC

Teaching

  1. Spring 2023

    EPSY 405 / PSYC 465 · Personality & Social Development

    Teaching Assistant · Undergraduate / Graduate · Hybrid

    College of Education, UIUC InstructorDr. Nidia Ruedas-Gracia

  2. Fall 2022

    CI 550 / EPSY 550 · Methods of Educational Inquiry

    Teaching Assistant · Graduate · Hybrid

    College of Education, UIUC InstructorDr. Kary Zarate

  3. Spring 2017 — Spring 2018

    TAM 251 · Introductory Solid Mechanics

    Teaching Assistant · Undergraduate

    Grainger College of Engineering, UIUC InstructorDr. Mariana Silva

  4. Summer 2017

    TAM 251 · Introductory Solid Mechanics

    Graduate Student Lecturer · Undergraduate

    Grainger College of Engineering, UIUC MentorDr. Mariana Silva

  5. Spring 2017

    TAM 435 · Intermediate Fluid Mechanics

    Teaching Assistant · Undergraduate / Graduate

    Grainger College of Engineering, UIUC InstructorDr. Moshe Matalon

  6. Fall 2016

    TAM 210 / 211 · Statics

    Teaching Assistant · Undergraduate

    Grainger College of Engineering, UIUC InstructorDr. Mariana Silva

Mentorship

  1. Spring 2024 — Spring 2025

    Jacob Frank Sobel

    Undergraduate Researcher · Annotation of collaborative behaviors

    UIUC ProjectCEASAR · HoloOrbits

  2. Spring 2024 — Summer 2024

    Gabby Potocki

    Undergraduate Researcher · Annotation of collaborative behaviors

    UIUC ProjectCEASAR · HoloOrbits

  3. Fall 2023

    Braedyn Sydney Bailis

    Undergraduate Assistant · Lesson-planning support for engineering TAs

    UIUC ProjectTA Pedagogy

  4. Fall 2023

    Grace Kraft

    Undergraduate Assistant · Lesson-planning support for engineering TAs

    UIUC ProjectTA Pedagogy

  5. Spring 2023 — Fall 2023

    Jacob Frank Sobel

    Undergraduate Researcher · Reliable coding for collaborative interactions

    UIUC ProjectCollaborative Interactions

  6. Spring 2023 — Fall 2023

    James Park

    Undergraduate Researcher · Reliable coding for collaborative interactions

    UIUC ProjectCollaborative Interactions

Talks & Presentations

  1. Fall 2023

    My Ph.D. Journey

    Invited Lecture · CI 536 (Graduate Course) · 10+ Ph.D. students

    UIUC

  2. April 2022

    Impact of Instructor Intervention on the Conceptual Understanding of Undergraduate Engineering Students Working in a Group

    Conference Poster

    AERA Annual Meeting, San Diego, CA

  3. November 2021

    Designing Collaborative Problem-Based Discussion Tasks

    Symposium Talk · Stronger Together: Increasing Student Learning Through Collaborative Activities

    AE3 Lightning Symposium, UIUC

  4. November 2021

    Impact of Instructor Intervention on the Conceptual Understanding of Undergraduate Engineering Students Working in a Group

    Conference Poster

    Learning Sciences Graduate Student Conference, Champaign, IL

Service

  1. Ongoing

    Conference Reviewer

    AERA · CSCL · ICLS · LSGSC · LAK · EDM

  2. 2023 — 2024

    Co-chair, College of Education Graduate Student Conference

    Led a team of 15 organizing a 200+ attendee academic conference

    UIUC

  3. 2023

    Graduate Student Representative, Faculty Search Committee

    Open-rank CS Education faculty search

    UIUC

  4. 2023

    WPGU Radio Segment

    Featured in a 30-minute segment on collaborative learning in modern education

    WPGU 107.1 FM, Champaign IL

  5. 2022 — 2023

    Event Schedule Committee Chair, Graduate Student Conference

    Oversaw the conference schedule, balancing topics and speakers

    UIUC

  6. 2021 — 2022

    Review Committee Member, Learning Sciences Graduate Student Conference

    Evaluated and selected academic papers for presentation

    UIUC

  7. 2012

    Coordinator, PINNACLE Technical Symposium

    Nation-level symposium for mechanical engineers

    Anna University, Chennai

  8. 2012

    Workshop Organizer, “Auto-Anatomy” at Kurukshetra’12

    Techno-management fest

    Anna University, Chennai

Download full CV (PDF) Updated April 2026