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Founder designing Sovereign AGI & Scientific AI systems — governance, reasoning models, medical/physics AI, multimodal engines, and secure operational infra.
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Flamehaven Initiative
Frontend Developer
June 21, 2026 – Present
Flamehaven-Verification-Ledger
May 15, 2026 – Present
Reproducible verification ledger — AI safety audits, mathematical proof reproduction, and biomedical AI pipeline governance. Includes failures and honest abstentions.
View ProjectFlamehaven-Veritas
April 20, 2026 – Present
VERITAS — AI Critique Experimental Report Analysis Framework | 7-phase scientific paper critique engine with LOGOS, MICA, BMJ/KU templates
View ProjectSPAR-Framework
April 12, 2026 – Present
SPAR (Sovereign Physics Autonomous Review) - Claim-aware review framework for systems whose outputs can pass while their claims drift.
View ProjectSTEM-BIO-AI
March 26, 2026 – Present
Rubric-based trust evaluator for bio/medical AI repositories with dual-path evidence, governance overlay, and institutional audit outputs.
View ProjectAI-SLOP-Detector
January 8, 2026 – Present
Stop shipping AI slop. Detects empty functions, fake documentation, and inflated comments in AI-generated code. Production-ready.
View ProjectRExSyn-Nexus-light
November 27, 2025 – Present
A Sovereign AI Blueprint for Structural Biology. Lightweight architecture implementing Digital Empathy, Risk Governance, and Scientific Validation pipeli
View ProjectUnstable-Singularity-Detector
November 22, 2025 – November 22, 2025
Open-source re-implementation of DeepMind's unstable singularity detection methods using PINNs for blow-up solutions in fluid dynamics
View ProjectDir2md
November 22, 2025 – Present
A CLI tool to transform a codebase into a single, LLM-optimized markdown file. Intelligently samples content, removes duplicates, and controls token budgets to create perfect context for AI assistants
View ProjectFDS-Dev
November 19, 2025 – December 9, 2025
Code-level internationalization: structure-aware linter + AI translation for docs and comments
View ProjectFlamehaven-Filesearch
November 11, 2025 – Present
Self-hosted RAG search engine — 34 formats, BM25+hybrid search, multi-LLM (Gemini/OpenAI/Claude/Ollama), FastAPI + Docker, production-ready in 3 min
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily skewed towards AI/ML, RAG, and scientific computing, which, while technically impressive, may not directly align with the typical scope of a pure Frontend Developer role. The projects are all personal, which demonstrates initiative but provides no insight into team collaboration or corporate environment fit. The breadth of skills is good, but the depth in specific frontend frameworks or design systems is not explicitly demonstrated.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's projects indicate a strong focus on technical problem-solving and independent work, but collaboration, communication, and stress handling cannot be evaluated without specific assessment data or interview insights.