# Sunim Acharya
> Software Engineer | Researcher | Builder

## Summary
Software engineer/builder with 5+ YOE shipping production systems in web-mobile development to type-safe research pipelines & distribution. Reads papers and turns them into deployable code, from ML models to a multi-agent coding framework. 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 - Apr 2026)
  - GPA: 3.95
  - 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 / Researcher | Florida Polytechnic University (Aug 2024 - Present)
- Developed & presented ensemble QSPR models predicting PFAS-MP sorption; R² = 0.89 on 3,816 compounds
- Co-authored publications in MDPI Sustainability and ASCE 2026 predicting hurricane property and crop loss
- Engineered LLM and CV pipelines, boosting task success by 57% through reinforcement learning signals

### Independent Software Engineer | CVector Energy Corp (Jun 2025 - Aug 2025)
- Shipped persona-driven digital-twins for energy demand forecasting; built supervisor-led LLMOps infrastructure
- Deployed streaming ETL + Memory service along with auto-scaling, load balancing, & retry mechanism
- Led end-to-end shipment of 3 UI experiments; evolved from controlled static canvas UI to reactive feeds
- Implemented type-safe validation using DSPy and Effect-TS, enabling reliable multi-modal system integrations

### Software Engineer | Prophet Town LLC (Nov 2022 - Aug 2024)
- Onboarded 30+ on-demand bidders by directing FE development for auction marketplace across 10+ releases
- Cut alert-to-action latency in weather station monitoring app via push notifications and WebSockets
- Refactored offline-first data layer (conflict resolution + background sync), slashing errors by 60% across envs
- Projects: Voltage Park, WeatherSTEM, Pokercows, Treinta App

### Software Engineer - Consultant | Core Software Integrated LLC (Jan 2022 - Feb 2023)
- Delivered 5 client projects end-to-end; built 3rd-party BLE provisioning smart lock & MQTT fleet management
- Designed cross-platform offline-first data layer with conflict resolution, cutting field-sync failures by 40%
- Projects: Kolyde App, Belly Foods, Core Lock, Peddler Now, PCA Now

### Software Engineer | Traktivity LLC (Sep 2019 - Mar 2022)
- Orchestrated Google Play launches; rapidly onboarded hundreds of users in first week
- Led JS to TS migration across legacy modules and RxJS, reducing runtime errors & improving maintainability
- Reverse-engineered SMS and Meta APIs to streamline communication, retaining users via personalized features
- Revamped authentication and gamification systems, boosting user engagement metrics & interaction rates by 2x

## Projects

### HERA (Thesis, 3rd Place FPU Research Day 2026)
Hierarchical Ensemble Reasoning Agent. Google ADK multi-agent system with ensemble voting, Code World Models, and GEPA prompt optimizer.
- Website: https://novoyager.com
- Registry: https://doi.org/10.17605/OSF.IO/JYRX2
- GitHub: https://github.com/aryaminus/hera

### ControlKeel
Governance control plane for AI coding agents. Deterministic policy validation and review gates across 40+ hosts.
- Website: https://controlkeel.com/
- Install: npx @aryaminus/controlkeel@latest

### 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

### 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

### OS-Ghost: The Living Desktop
Autonomous, multi-modal desktop companion built with Rust and Tauri v2. Screen-aware agent using Gemini Vision with multi-agent system (Orchestrator, Critic, Planner, Guardrail).
- Devpost: https://devpost.com/software/os-ghost-the-living-desktop
- GitHub: https://github.com/aryaminus/os-ghost

### at: Programming Language for AI Agents
A language designed for AI agents, not IDEs. Explicit effects, zero hidden magic, sub-millisecond cold start with WASM bindings, built-in MCP server.
- GitHub: https://github.com/aryaminus/at

## Publications
1. HERA: Hierarchical Ensemble Reasoning Agent (Thesis, 3rd Place FPU Research Day 2026)
2. MDPI Sustainability: Predicting Hurricane Property and Crop Loss (Published, 2025)
3. Society of Kawaii: Multi-Agent Debate Arena (Kaggle Hackathon, 2025)
4. CuttingEdgeAI: RL for Unique 2D Cutting Stock Problems (Preprint, 2025)
5. Enhancing Agile Development: A Comparative Analysis of LLMs for User Story Generation (IEEE DataPort)
6. Microplastic-PFAS Interactions: Ensemble QSPR Models (Hinkley Center, In Progress)
7. Computer Vision Based Traffic Rule Breach Detection (Published 2021)

## Skills

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

### AI/ML
DSPy, LangChain, LiteLLM, Ollama, vLLM, SGLang, TGI, TensorFlow, PyTorch, scikit-learn

### 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
- 3rd Place, FPU Research Day 2026 - HERA Thesis
- Judge & Reviewer - Business Intelligence Group & Engineering Management Journal (2025)
- GDG Founding Lead - Google, Lakeland Chapter (2025)
- Innovation Project Grant Winner - Florida Polytechnic University (Provost, 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/