I build tools for reflection, learning, communication, and workflow design — most of them for clinical and behavioral-health work, some of them for everyday use. Some projects are active products; others are research and development experiments. Each one is described plainly below, including its intended use, current status, and limitations.
Twelve tools, grouped by what they're for. Each one below is described plainly — its intended use, current status, and where it falls short. Not everything here is a finished product: some are in active use, others are pilots or research prototypes I'm still testing.
Tools for training, self-reflection, case consultation, and practice operations. These are educational and workflow tools — not medical devices. They do not diagnose, treat, or replace clinical judgment, supervision, or professional consultation.
A self-assessment for mental health practices: ten short modules score scheduling, billing, retention, and compliance against industry benchmarks, then flag where time and revenue are likely leaking.
Practice Ops · Self-AssessmentAn AI training copilot for psychotherapy graduate students — case-based practice and psychodynamically-informed feedback on clinical reasoning, grounded in established clinical frameworks.
Clinical Ed · TrainingA self-guided practice exercise: work through realistic clinical scenarios and get AI feedback on empathy, crisis response, and professional boundaries. A reflection tool, not a validated clinical assessment.
Self-Reflection · PracticeText-based sessions with AI-simulated versions of 45 psychoanalysts across 12 schools of thought — Freudian, Kleinian, Jungian, Lacanian, and more. Each persona draws on published theory and clinical language.
Psychoanalysis · Clinical AIA local, offline AI search tool for your own clinical notes and documents — nothing leaves your machine. Every answer is checked against your own material before it's shown to you.
Local AI · Clinical SearchTools for personal reflection, caregiving support, and everyday emotional regulation. These are not therapy, counseling, or crisis services. If you're in crisis, contact 988 (US) or your local emergency services.
AI voice roleplay for rehearsing the workplace conversations you've been avoiding. Unscripted AI personas respond in character, and structured scorecards show where your communication landed.
Voice AI · CommunicationA reflective journal that reads your entries through a psychodynamic lens — surfacing the pattern underneath a feeling (guilt, ambivalence, envy) and matching it to a curated quote.
Reflection · JournalingAI voice support for family caregivers — guidance, a place to talk through the day, and practical resources, available around the clock for people navigating a caregiving role largely alone.
Voice AI · CaregivingAdaptive music for settling a baby: tell it how your little one feels right now — awake, fussy, sleepy, content — and the music shifts, piece by piece, toward calm.
Adaptive Audio · Infant SoothingGeneral-purpose tools that came out of the same practice of building focused, well-scoped software — not clinical in nature.
Distill any book into its core framework and seven high-impact takeaways, or get a spoiler-free pitch for a movie — premise, tone, themes, and where to watch it.
Reading · DistillationEvent discovery built around needs mainstream platforms often overlook — accessibility filters, clear listings, and safety-conscious details for older adults and people with accessibility requirements.
Discovery · AccessibilityA citation and fact-verification engine — an early exploration of automated source-checking for written work.
Citation VerificationAn AI-powered training space for psychotherapy graduate students. Coria offers case-based practice and psychodynamically-informed feedback on clinical reasoning, developed with reference to established clinical frameworks.
The Consulting Room presents 45 major figures in the history of psychoanalysis as AI conversation partners — each grounded in their actual published frameworks, clinical style, and theoretical language. Choose from Freudian, Kleinian, Jungian, Lacanian, Object Relations, Self Psychology, Attachment Theory, Interpersonal/Relational, and other schools. For living analysts, the application performs a live web search to surface recent publications and current institutional positions. Every session is scoped to theoretical and clinical engagement: the analyst works with your material using their actual concepts, redirecting biographical speculation toward scholarly sources.
Round-the-clock AI support for family caregivers. CareCompanion Coach offers guidance, a place to talk through the day, and practical resources for people navigating a caregiving role largely on their own.
Dialoque is an AI-powered voice roleplay platform for rehearsing the hard workplace conversations professionals and managers tend to delay. Real-time, unscripted AI personas respond in character — then structured, quote-level scorecards show you where your communication landed and where it drifted. Four distinct workplace personas, 16 pre-built scenarios, and annotated transcript replay give you a private rehearsal room for the conversations that actually matter.
These tools come from five decades of understanding what expert work actually demands — not from a startup chasing a trend, but from someone who has lived the clinical work these products serve.