# Sunim Acharya
> AI Software Engineer | Researcher | Full-Stack Developer

## Summary
T-shaped AI software engineer with deep expertise in full-stack development and infrastructure, complemented by Generative AI, LLMs, and MLOps skills. Production experience in type-safe pipelines and low-latency distributions. Adept at leading cross-functional teams, solving product problems, and bridging research to scalable deployments.

## Contact
- Website: https://sunim.dev
- Email: sunim.54@gmail.com
- Phone: (407) 713-1450
- Location: Lakeland, FL, USA
- LinkedIn: https://www.linkedin.com/in/aryaminus/
- GitHub: https://github.com/aryaminus
- Twitter: https://x.com/arya_minus
- Google Scholar: https://scholar.google.com/citations?user=nnRu9AcAAAAJ
- Calendar: https://cal.com/aryaminus

## Education
- **M.S. Computer Science** - Florida Polytechnic University (Aug 2024 - May 2026)
  - GPA: 3.94
  - Coursework: Machine Learning & Practice, Advanced Computer Vision, Advanced Algorithm Design & Analysis
- **B.E. Computer Engineering** - Tribhuvan University, Nepal (Nov 2015 - Sep 2019)
  - GPA: 3.87

## Experience

### Graduate Assistant | Florida Polytechnic University (Aug 2024 - Present)
- Engineered LLM and CV pipelines, boosting task success by 57% through reinforcement learning signals
- Authored and delivered 4 papers in SWE, CV and LLMs
- Instructed Agile and Google-ADK workflows to 40+ student cohorts

### AI Software Engineer | CVector Energy Corp (Jun 2025 - Aug 2025)
- Architected supervisor-led LLMOps framework with 6 persona-driven digital-twins for energy demand forecasting
- Deployed streaming ETL + Memory service with 98% uptime, auto-scaling, load balancing
- Implemented type-safe validation using DSPy and Effect-TS

### Software Engineer | Prophet Town LLC (Nov 2022 - Aug 2024)
- Directed frontend development for auction marketplace across 10+ releases
- Optimized alert-to-action latency via push notifications and WebSockets
- Projects: Voltage Park, WeatherSTEM, Pokercows

### Software Engineer | Traktivity LLC (Sep 2019 - Mar 2022)
- Orchestrated Google Play launches; rapidly onboarded hundreds of users
- Led JS to TS migration across legacy modules
- Revamped authentication and gamification systems, boosting engagement by 2x

## Projects

### Society of Kawaii
Multi-Agent Debate Arena with Prediction Markets using Gemini AI.
- Live: https://societyofkawaii.com/
- Writeup: https://www.kaggle.com/competitions/gemini-3/writeups/new-writeup-1764990654559

### HERA / Novoyager (Thesis)
Hierarchical Ensemble with Reinforcement Learning-Driven Architecture for LLMs & Code World Models.
- Website: https://novoyager.com
- Registry: https://doi.org/10.17605/OSF.IO/JYRX2

### ScreenSafe
Privacy Protection and on-device PII detection using local LLMs and vision models.
- GitHub: https://github.com/aryaminus/screensafe
- Blog: https://hackernoon.com/screensafe-a-technical-chronicle-of-on-device-ai-and-privacy-first-architecture

### Memory Palace MCP
Memory enhancement tool leveraging LLM technology with cognitive science principles.
- Demo: https://memory-palace-mcp.onrender.com/mcp
- GitHub: https://github.com/aryaminus/memory-palace-mcp

### CuttingEdgeAI
Reinforcement Learning for Unique 2D Cutting Stock Problems.
- Preprint: https://doi.org/10.36227/techrxiv.175790711.13089436/v1

## Publications
1. Society of Kawaii: Multi-Agent Debate Arena (Kaggle Hackathon, 2025)
2. CuttingEdgeAI: RL for Unique 2D Cutting Stock Problems (Preprint, 2025)
3. Enhancing Agile Development: A Comparative Analysis of LLMs for User Story Generation (Under Review)
4. AI in Project Management: A Systematic Review (2024)
5. Revealing Landfill Microplastic-PFAS Interactions (In Progress)
6. Computer Vision Based Traffic Rule Breach Detection (Published 2021)

## Skills

### Languages
Python, TypeScript, JavaScript, Go, C++, SQL

### AI/ML
DSPy, LangChain, Google-ADK, Ollama, TensorFlow, PyTorch, scikit-learn, MLflow, Transformers

### Backend
FastAPI, Flask, Node.js, Nest.js, Express, GraphQL, WebSockets, Pydantic, PyTest

### Frontend
React, Next.js, React Native, Effect-TS, Tailwind CSS, Zod, Jest, Playwright

### Infrastructure
AWS (ECS, ECR, S3, Lambda, SageMaker), Terraform, GCP, Docker, CI/CD, GitHub Actions

### Databases
PostgreSQL, MySQL, Redis, MongoDB, Elasticsearch, Qdrant, FAISS, Mem0

## Honors & Affiliations
- GDG on Campus Lead - Founding organizer for Google Developer Group, Lakeland (2025)
- Innovation Project Grant Winner - Florida Polytechnic University (2025)
- Outstanding Paper Presentation Award - OKRP, Kathmandu Engineering College (2019)
- Merit-Based Scholarship - Tribhuvan University (2018)
- IT Club Campus President - KEC IT Club (2018-19)

## Pages
- Home: https://sunim.dev/
- Blog: https://sunim.dev/blog/
- Projects: https://sunim.dev/projects/
- Resume: https://sunim.dev/resume/