Building Android solutions that make work, learning, and life a little easier.
We combine cognitive science, mathematical vector retrieval, and native Android engineering to build software that removes friction from everyday human workflows.
FirstHire
Flagship ProductFinding a job shouldn't feel like a full-time job. FirstHire continuously indexes tech openings across global ecosystems, computes 768-dimensional semantic embeddings, and adapts your resume for target positions in one tap.
Our Software Portfolio
Focused, privacy-first Android applications built to solve specific productivity and daily lifestyle challenges.
Flagship
FirstHire
AI-powered tech job search and resume tailoring accelerator. Uses 768-dimensional semantic embeddings to match candidates with top tech positions with zero latency.
Utility
CopyShelf: Edge Clipboard
An edge panel clipboard manager allowing instant access to saved text snippets via a floating edge drawer. Designed with offline-first privacy and automatic sensitive data masking.
Health & Fitness
Gym Timer: Workout Tracker
A minimalist fitness companion focused purely on workout consistency. Tracks total time spent at the gym with one-tap check-ins and activity heatmaps without complex logging bloat.
Engineering for Cognitive Simplicity
How we translate research in information retrieval, vector mathematics, and native mobile runtime into frictionless user experiences.
High-Dimensional Vector Retrieval
Traditional job boards rely on crude keyword filters that miss synonyms, adjacent skills, and contextual nuances. We project candidate qualifications and job descriptions into a shared 768-dimensional vector space, computing dot-product similarities to uncover relevant roles with over 90% accuracy.
Zero-Latency State Computation
By performing candidate seniority thresholds (years of experience) and geographic hierarchy matching in-memory rather than round-tripping to remote databases, our filtering pipeline runs in under 15ms. The result is fluid 120 FPS navigation powered by native Jetpack Compose.
Zero-Leakage Privacy Architecture
Users should never have to surrender their privacy for smart automation. We architect all storage layers with encrypted local Room databases, strict TLS encryption, and zero data-broker monetization policies.
Our Three Pillars of Impact
Every product we build addresses one of three foundational areas of daily life.
Accelerating Professional Potential
We build tools like FirstHire that automate the most tedious aspects of career discovery, application formatting, and network outreach so candidates can focus on interview preparation.
Simplifying Complex Information
We design reading and research engines that extract key concepts, synthesize dense documentation, and structure educational material into actionable knowledge for self-directed learners.
Unobtrusive Everyday Utility
From edge-drawer clipboard managers like CopyShelf to consistency trackers like Gym Timer, our utilities solve real daily needs without cognitive overhead.
Direct Contact
Whether you have feedback on FirstHire, CopyShelf, Gym Timer, or partnership inquiries, reach out directly to our engineering studio.