I'm a Computer Science graduate (Augustana College, '23) now pursuing a Master's in Artificial Intelligence at Indiana Wesleyan University. By day I'm an AI Associate, building automation and AI systems that augment how people work, not replace them.
I've published research as first author in IEEE and arXiv, including work on mitigating bias in voice AI and responsible IoT design in healthcare. I bring that grounding to what I build: RAG pipelines, AI agents and workflow automations that are explainable and purposeful.
- 🔬 Research: LLM evaluation, reasoning, fine-tuning, AI equity
- ⚙️ Building: AI agents, RAG systems, n8n workflow automation
- 🎓 Studying: M.S. Artificial Intelligence, Indiana Wesleyan University
- 🤝 Open to: research collaborations and interesting automation problems
| Project | What it is |
|---|---|
| 🧠 kas-4b | Qwen3-4B fine-tuned with high-rank LoRA plus a custom logit-scoring engine for the Decision Index benchmark. #1 on CRUXEval+, #2 on Habermas Machine+ and BPoMP+, #3 on CLadder+ out of 112 entries, beating models up to 28B. Model · GGUF |
| 📊 clarity-reasoning-effort | Does "overthinking" hurt LLMs on subjective tasks? Studies o3-mini, GPT-5.4 and Claude Sonnet 4.6 across reasoning-effort levels on the CLARITY political interview dataset, split by annotator agreement. |
| 💬 Ask-Kashav agent | An AI agent trained on my professional background, built with n8n, Claude Haiku 4.5 and LangChain, streaming responses to a custom React frontend. |
| 🏛️ City of Goose Lake, IA | Full municipal website, live and used by the community. |
| 🌸 StarFlower Clinic | Clinic website: design, development and deployment. |
- Overthinking Hurts Most When Humans Disagree: Reasoning Effort and Annotator Agreement in Subjective LLM Classification · SSRN, 2026 · paper
- From Deep Learning to Real-World Surveillance: A Case Study of Flock Safety's ALPR Network · SSRN, 2026 · paper
- Addressing the Selection Bias in Voice Assistance: Training Voice Assistance Model in Python with Equal Data Selection · arXiv, 2023 · paper
- Are the Internet Connections at Augustana College Good Enough for Student Productivity? · ICDSST, 2023 · paper
- Virtual Reality: The Answer to the Future of Gaming · ARSSS Conference, 2022 · paper
- IoT in Health Care Industry: A Promising Prospect · IEEE, 2021 · paper
AI & automation
Languages & tools
Have a project in mind or a research collaboration? Reach out.