Capabilities across science, security, AI, and software.
A multidisciplinary skill set combining forensic investigation, artificial intelligence, cybersecurity, automation, software engineering, product development, and digital research. No percentage bars — proficiency is claimed only where a project, credential, research artifact, or coursework can back it.
Categories
12
Vocabulary
531
Verified claims
00
Currently learning
00
Cluster · Forensics
Forensic Science
Verification pending
Crime-scene method, digital & pattern evidence, reporting.
Crime-scene investigation
Biological evidence
Toxicology & chemistry
Pattern & physical evidence
Digital forensics
Computer & mobile forensics
Network & cyber forensics
Investigation & reporting
Chips are vocabulary, not claims. A dot marks a verified skill with evidence attached.
Cluster · AI
Artificial Intelligence
Verification pending
LLMs, agents, retrieval, evaluation, applied ML.
Core AI
Generative AI
Retrieval systems
Natural language processing
Computer vision
AI engineering
Chips are vocabulary, not claims. A dot marks a verified skill with evidence attached.
Chips are vocabulary, not claims. A dot marks a verified skill with evidence attached.
Cluster · Languages
Programming Languages
Verification pending
Grouped by real familiarity, not vanity levels.
Primary
Regularly used
Working knowledge
Learning
Chips are vocabulary, not claims. A dot marks a verified skill with evidence attached.
Cluster · Frontend
Frontend & Creative Dev
Verification pending
React, TS, motion, WebGL, design systems, a11y.
Core frontend
Animation & creative dev
Chips are vocabulary, not claims. A dot marks a verified skill with evidence attached.
Cluster · Backend
Backend Engineering
Verification pending
APIs, auth, queues, integrations, hardening.
Runtimes & frameworks
API surfaces
Auth & access
Operations & hardening
Chips are vocabulary, not claims. A dot marks a verified skill with evidence attached.
Cluster · Data
Databases & Data
Verification pending
Modelling, SQL, RLS, vector search, ETL.
Relational
NoSQL & cache
Design & governance
Search & data pipelines
Chips are vocabulary, not claims. A dot marks a verified skill with evidence attached.
Cluster · DevOps
Cloud & DevOps
Verification pending
Git, CI, containers, edge, deploy pipelines.
Version control & CI/CD
Containers & runtime
Edge & hosting
Operations
Chips are vocabulary, not claims. A dot marks a verified skill with evidence attached.
Cluster · Automation
Automation & Integration
Verification pending
Workflow, webhooks, orchestration — lawful only.
Workflow & orchestration
Integration surfaces
Data movement
Chips are vocabulary, not claims. A dot marks a verified skill with evidence attached.
Cluster · Product
Product & Founder Craft
Verification pending
Discovery, roadmap, MVP, founder-led delivery.
Discovery & strategy
Delivery
Growth & operations
Founder craft
Chips are vocabulary, not claims. A dot marks a verified skill with evidence attached.
Cluster · Research
Research & Method
Verification pending
Methodology, writing, analytical reasoning.
Method
Communication
Professional
Chips are vocabulary, not claims. A dot marks a verified skill with evidence attached.
Cluster · Tools
Software & Tools
Verification pending
Only tools genuinely used, not name-dropped.
Development
Design
AI
Cybersecurity
Digital forensics
Chips are vocabulary, not claims. A dot marks a verified skill with evidence attached.
Currently learning
Separated from certified expertise
Active learning tracks (e.g. Rust, advanced RAG evaluation) will appear here once they begin, with their source repository or coursework — never mixed with certified expertise.
Evidence-first
Want the verified proficiency ledger — projects, coursework, and credentials mapped per skill? Request it directly and I'll share the current version.