Opportunity: Early Core Team
We’re building an AI-assisted ESL learning platform for intermediate-to-advanced learners, combining structured learning paths with AI services to improve speaking, writing, and overall fluency.
What makes the platform different is a unique grammar analysis approach designed to streamline human understanding and produce stable, reproducible, human-readable parses, enabling clear grammatical distinctions (computationally - decision trails) useful both for learning and as an interpretability layer alongside neural models.
Working assumption: Our core analysis layer is deterministic by design (pre-tokenization grammar and analysis). This is an execution role. Applicants should be comfortable contributing implementable improvements within this framework, not debating the premise or proposing to replace it.
Why this matters:
Where we’re going:
Compensation (early team):
Equity-based early contributor roles with meaningful ownership upside; additional details shared during the interview process.
How to apply:
Fractional Platform Tech Lead (10–20 hrs/week)
Own environments, architecture boundaries, and agency oversight. Establish secure dev/staging/prod, define API contracts, and lead delivery quality across internal + external teams. Learn more...
Nepal Engineering Lead (20+ hrs/week)
Day-to-day implementation lead for platform build. Coordinate with fractional tech lead + contractors, run code reviews, manage deployments, and enforce security/quality standards. Learn more...
ML/NLP Engineering Lead (20+ hrs/week)
Build, fine-tune, and deploy language models for the MVP. Design training pipelines, integrate AI services, benchmark performance, and explore hybrid symbolic/neural approaches. Learn more...
Fractional Parser Development Lead (10–20 hrs/week)
Lead early-stage grammar parser planning to produce a clear scope / timeline / resource / risk assessment. Deliverables such as a phased development plan, resource requirements analysis, a limited-scope prototype, and a final written “intelligence report. Learn more...