Callum van den Enden

Melbourne, Australia

cal.vanden@gmail.com 0405 121 074 linkedin.com/in/calvanden cvde.xyz

Senior product leader who codes, ships production AI, and runs commercial strategy - currently founding hey anna. Dozens of production AI releases in 24 months across agents, prompt-optimisation RL, multilingual computer vision, in-browser ML, and analytics infrastructure. Econometrics-trained; ships production code in Python, TypeScript, Ruby/Rails, SQL and R, and maps market signal to product strategy - having repositioned a consumer AI tool into a $1M ARR enterprise business.

Founder

heyanna.studio

Present Melbourne

  • Founded, designed, and shipped hey anna - "the analyst that tells you why your numbers moved." Connects Stripe, HubSpot, GA4, Mailchimp and 25+ tools; real statistical analysis (forecasts, significance tests, segmentation); themes verbatim text; writes exec-ready reports.
  • Positioning: "analyst, not chatbot." Pricing sub-$1/day vs $400+/mo incumbents. 13 core features incl. AI Formulas =AI(), Smart Columns, AI Memory, Public Reports - solo, bootstrapped, zero-to-paid in under 6 months, live with billing.
  • Stack: React + Cloudflare (Workers, D1, R2), Anthropic Claude primary, Paddle billing, PostHog.

Senior Product Manager

Lyssna

Present Melbourne

User research SaaS, bootstrapped, ~50 staff, thousands of customers including Google, Figma, HubSpot, Asana, Zendesk, L'Oréal, Hilton, Airtable, Miro, Aesop, Trip.com, DuckDuckGo, British Red Cross, GoDaddy, Hexagon.

  • Leads the Panel team (research-participant marketplace) and the research-analysis team building an in-product AI agent for results analysis.
  • Prototyped an in-browser eye-tracking system (WebGazer.js gaze capture, I-VT fixation detection, AOI analysis, Redis/Sidekiq → PostgreSQL JSONB; privacy-first, no video persisted) - testing whether System-1 attention can be measured at consumer-webcam fidelity, replacing $30k lab hardware.

Head of Product & AI

Brand Ninja AI

Melbourne

Pre-seed-stage enterprise AI content platform, team of 7, reported to CEO.

  • Repositioned from $29 consumer to enterprise SaaS - killed consumer tier, set $999 minimum, rebuilt ICP/pricing around brand teams; scaled $5k MRR → $1M ARR in 22 months (3.3× YoY) across 48 brands incl. Sportsbet, the NBL, Australian Grand Prix, NBA; closed $100k contracts with Zscaler and the NBA.
  • Shipped autonomous prompt optimisation (embedding-based RL across 15 style attributes, cosine-similarity convergence safeguard; 273+ experiments cut human edit rate 30%, zero-edit approval to 75%; authored R&D paper).
  • Built an agentic workflow engine - reduced agent delivery time from 3 weeks to 2 hours.
  • Shipped an ML video pipeline for the NBA/NBL (face/ball tracking, scene detection, auto-clipping, vertical auto-crop, multilingual subtitles in 6 languages) at 30× manual cadence.
  • Stood up the analytics stack (AWS Glue ETL, DuckDB on R2, Athena, QuickSight). Acted as primary designer.

Senior Product Manager (Contract)

VicRoads

Melbourne

Custom Plates unit, $100M+ P&L, team of 9.

  • Designed and prototyped an LLM-based pricing model interpreting the language of letter-number combinations as input to a deterministic pricing engine; now in state-wide rollout (6M+ drivers).

Senior PM → PM → Data Analyst → Sales Trainer

Luxury Escapes

Melbourne

Growth-stage travel marketplace; teams up to 20 incl. 3 direct-report PMs. Reported to CEO/CPTO.

  • Rescued Trip Planner - repositioned as an agent-led quoting tool, eliminating the cold-start problem; one-click checkout with commission attribution; shipped in a week; 30k WAU, +30% AOV.
  • Shipped a recommendation engine across web/mobile/email (matrix factorisation/ALS, item-item & user-user CF, content-based embeddings, Thompson-sampling contextual bandits); 5% margin lift, 20% EDM revenue increase.
  • Stood up behavioural analytics from scratch (Snowplow, PostHog, Heap).
  • Drove 300% Flights revenue growth and led UK market entry $20M → $60M in 12 months; shipped NLP voice analytics on 100k+ call transcripts (+5% agent conversion).

Sales Manager

Flight Centre

Melbourne

  • Managed teams of 4–8 across two stores; top 10% globally of 2,000+ stores.

Multimodal Embedding Art

github.com/cal-van/multimodal-embedding-art

  • Applied mechanistic interpretability, optimising generative outputs toward target coordinates in ImageBind's 1024-dim shared embedding space; concept algebra across text/image/audio/video. PyTorch on Apple Silicon (MPS); ImageBind; SDXL VAE, AudioLDM 2, SVD; custom regularisers.

Bachelor of Commerce

University of Melbourne

Part-time

  • Double major: Economics & Politics, Econometrics focus. Distinction.

Supplementary

  • ML Fundamentals - DeepLearning.AI
  • CS50X - Harvard
  • UX & UI Design - Uxcel
AI/ML
LLMs, embeddings, RAG, RL, recsys, prompt optimisation, agentic workflows, MCP, computer vision, gaze tracking, multilingual NLP, ASR, causal inference, feature visualisation
Languages
Python, TypeScript, Ruby/Rails, SQL, R
Data & infra
PostgreSQL, BigQuery, DuckDB, Redis, Sidekiq, Snowplow, PostHog, AWS (Lambda/S3/DynamoDB/Athena/QuickSight/Cognito), Cloudflare (Workers/D1/R2), GCP
Methods
Econometrics, experimental design, A/B testing, time-series forecasting, JTBD
Product / GTM
Market sizing, ICP, positioning, pricing, GTM, P&L ownership, founder/operator