Hi, I'm Manohar Golleru
Researcher in Human Factors & Ergonomics
I specialize in Human-machine interaction, AI-driven assistive communication, user-centered design. My work focuses on creating technologies that enhance human capabilities and improve quality of life.
Education
Doctor of Philosophy, Industrial Engineering (Human Factors & Ergonomics)
Aug 2024 – PresentUniversity at Buffalo, New York
GPA: 3.933
Master of Science, Industrial Engineering (Human Factors & Ergonomics)
May 2024University at Buffalo, New York
GPA: 3.914
Bachelor of Technology, Mechanical Engineering
Aug 2021Amrita Vishwa Vidyapeetham, India
Research & Professional Experience
Research Assistant, Communication and Assistive Device Lab (CADL)
Jan 2023 – PresentUniversity at Buffalo
- Developed AI-driven assistive communication tools using large language models (LLMs) with retrieval-augmented generation.
- Led the creation of DEAN (Dynamic, Expressive, Augmented Narrator) to enhance AAC users' response formulation.
- Engineered end-to-end conversational systems integrating low-latency ASR and emotional text-to-speech technologies.
- Conducted user engagement research and statistical analyses to optimize device usability.
Research Assistant, SurgE Surgery Ergonomics and Human Factors Lab
Apr 2024 – PresentUniversity at Buffalo
- Built ML pipelines using time-series biomarker data to detect impairment with ~80% accuracy.
- Performed statistical analyses and data visualization to inform model improvements.
- Developed a custom web app for real-time eye-tracking data analysis in surgical settings.
- Designed pilot studies for refining AI-driven surgical systems.
Projects
UI Design for mHealth App
Created low- and high-fidelity prototypes using Figma, conducted user testing, and refined the interface to secure a 3rd-place finish at a business pitch competition.
Workplace Ergonomic Analysis
Performed ergonomic assessments (RULA, ACGIH-TLV) to identify musculoskeletal risks and implemented solutions to improve workplace safety and efficiency.
Research Publications & Presentations
Golleru, M. (2024). Enhancing engagement and interaction in augmentative and alternative communication (AAC): A comparative study. ProQuest Dissertations & Theses.
Higginbotham, J., Golleru, M., et al. (in press). Developing artificial intelligence applications for human conversation. Assistive Technology Outcomes and Benefits.
Conference Presentation: Enhancing engagement in AAC through front-facing partner display. ASPIRE HFES 68th International Annual Meeting, Phoenix, AZ, 2024.
Conference Presentation: Conversational AI: Promises and current realities. Assistive Technology Industry Association Conference, Orlando, FL, 2024.
Skills & Certifications
Qualitative
Quantitative
Technical
Languages:
ML Frameworks:
Other:
Certifications
Get In Touch
I'm always open to discussing new projects, research opportunities, or potential collaborations.