← All work
Chirpy
EARLY STAGE
Ask anything about the NHL, in plain English.
ROLE
Director of Product Development & Project Management
TIMELINE
2026 – present
PLATFORM
Mobile web
WHAT I DID
Information architecture
→
Question model
→
Component kit
→
Usability tests (next)
01
Advanced stats in plain English
Problem
Current AI platforms hallucinate, because their seeds and data pools are inconsistent.
Solution
Chirpy uses AI only to turn plain English into a structured query. The answers become dashboards you can reuse indefinitely or change, so anyone can get advanced statistics with nothing but plain English. Anyone can be their own analyst.
1 · Plain English in, structured query out
Ask
Type here
Query mode
Query mode
Type here
Population
Conner McDavid
Stat
Goals
Timespan
This Season
1st Period
Language mode
Language mode
Type here
Search bar · ask, then inspect the query
Chirpy
Ask anything about NHL
Top chirps from others
2
Which forward will have the most SOG tonight?
2
Which forward will have the most SOG tonight?
2
Which forward will have the most SOG tonight?
boards
home
boards
Focused search on the home screen
2 · Answers become reusable dashboards
How many shots will Connor McDavid have tonight?
Connor McDavid
3.1 xSOG
Heatmap
McDavid
Analysis
One player
Who will have more SOG tonight, Connor McDavid or Alexis Lafreniere?
Connor McDavid
3.1 xSOG
Alexis Lafreniere
2.6 xSOG
Heatmap
McDavid
Lafreniere
McDavid vs. TOR
Lafreniere vs. OTT
3.1 SOG
season avg
Top 15%
3.7 SOG
Top player vs. TOR
Top 88%
4.4 SOG
with 0 days rest
Top 2%
See how we determined this
Head to head
Which player will have the most shots tonight among forwards?
Connor McDavid
3.1 xSOG
Heatmap
McDavid
Lafreniere
McDavid vs. TOR
3.1 SOG
season avg
Top 15%
3.7 SOG
Top player vs. TOR
Top 88%
4.4 SOG
with 0 days rest
Top 2%
See how we determined this
Most likely among a field
3 · Saved, shared and reused
Chirpy
Ask anything about NHL
Insights
Games
Top chirps from others
2
Which forward will have the most SOG tonight?
2
Which forward will have the most SOG tonight?
2
Which forward will have the most SOG tonight?
Playoff Picture
View more
West
East
Atlantic
1
TOR
54%
1-0
2
TOR
54%
1-0
3
TOR
54%
1-0
Metro
1
TOR
54%
1-0
2
TOR
54%
1-0
3
TOR
54%
1-0
1st - 10:02
TOR
3
-
2
OTT
1st - 10:02
TOR
3
-
2
OTT
1st - 10:02
TOR
3
-
2
OTT
Home · insights and top chirps from others
Chirp it
Share from this board
Share from latest board
https://chirpy.it/c/2we89u2e
Share a board, or start from the latest one
NEXT PROJECT
Forum →
siggia.anthony@gmail.com
Site design and content © 2026 Anthony Siggia
← All work
Chirpy
EARLY STAGE
Ask anything about the NHL, in plain English.
ROLE
Director of Product Development & Project Management
TIMELINE
2026 – present
PLATFORM
Mobile web
WHAT I DID
Information architecture
→
Question model
→
Component kit
→
Usability tests (next)
01
Advanced stats in plain English
Problem
Current AI platforms hallucinate, because their seeds and data pools are inconsistent.
Solution
Chirpy uses AI only to turn plain English into a structured query. The answers become dashboards you can reuse indefinitely or change, so anyone can get advanced statistics with nothing but plain English. Anyone can be their own analyst.
1 · Plain English in, structured query out
Ask
Type here
Query mode
Query mode
Type here
Population
Conner McDavid
Stat
Goals
Timespan
This Season
1st Period
Language mode
Language mode
Type here
Search bar · ask, then inspect the query
Chirpy
Ask anything about NHL
Top chirps from others
2
Which forward will have the most SOG tonight?
2
Which forward will have the most SOG tonight?
2
Which forward will have the most SOG tonight?
boards
home
boards
Focused search on the home screen
2 · Answers become reusable dashboards
How many shots will Connor McDavid have tonight?
Connor McDavid
3.1 xSOG
Heatmap
McDavid
Analysis
One player
Who will have more SOG tonight, Connor McDavid or Alexis Lafreniere?
Connor McDavid
3.1 xSOG
Alexis Lafreniere
2.6 xSOG
Heatmap
McDavid
Lafreniere
McDavid vs. TOR
Lafreniere vs. OTT
3.1 SOG
season avg
Top 15%
3.7 SOG
Top player vs. TOR
Top 88%
4.4 SOG
with 0 days rest
Top 2%
See how we determined this
Head to head
Which player will have the most shots tonight among forwards?
Connor McDavid
3.1 xSOG
Heatmap
McDavid
Lafreniere
McDavid vs. TOR
3.1 SOG
season avg
Top 15%
3.7 SOG
Top player vs. TOR
Top 88%
4.4 SOG
with 0 days rest
Top 2%
See how we determined this
Most likely among a field
3 · Saved, shared and reused
Chirpy
Ask anything about NHL
Insights
Games
Top chirps from others
2
Which forward will have the most SOG tonight?
2
Which forward will have the most SOG tonight?
2
Which forward will have the most SOG tonight?
Playoff Picture
View more
West
East
Atlantic
1
TOR
54%
1-0
2
TOR
54%
1-0
3
TOR
54%
1-0
Metro
1
TOR
54%
1-0
2
TOR
54%
1-0
3
TOR
54%
1-0
1st - 10:02
TOR
3
-
2
OTT
1st - 10:02
TOR
3
-
2
OTT
1st - 10:02
TOR
3
-
2
OTT
Home · insights and top chirps from others
Chirp it
Share from this board
Share from latest board
https://chirpy.it/c/2we89u2e
Share a board, or start from the latest one
NEXT PROJECT
Forum →
siggia.anthony@gmail.com
Site design and content © 2026 Anthony Siggia
ANTHONY SIGGIA
Product manager and UX designer, and a pharmacist, based in Erie, PA.
← All work
Chirpy
EARLY STAGE
Ask anything about the NHL, in plain English.
ROLE
Director of Product Development & Project Management
TIMELINE
2026 – present
PLATFORM
Mobile web
WHAT I DID
Information architecture
→
Question model
→
Component kit
→
Usability tests (next)
01
Advanced stats in plain English
Problem
Current AI platforms hallucinate, because their seeds and data pools are inconsistent.
Solution
Chirpy uses AI only to turn plain English into a structured query. The answers become dashboards you can reuse indefinitely or change, so anyone can get advanced statistics with nothing but plain English. Anyone can be their own analyst.
1 · Plain English in, structured query out
Ask
Type here
Query mode
Query mode
Type here
Population
Conner McDavid
Stat
Goals
Timespan
This Season
1st Period
Language mode
Language mode
Type here
Search bar · ask, then inspect the query
Chirpy
Ask anything about NHL
Top chirps from others
2
Which forward will have the most SOG tonight?
2
Which forward will have the most SOG tonight?
2
Which forward will have the most SOG tonight?
boards
home
boards
Focused search on the home screen
2 · Answers become reusable dashboards
How many shots will Connor McDavid have tonight?
Connor McDavid
3.1 xSOG
Heatmap
McDavid
Analysis
One player
Who will have more SOG tonight, Connor McDavid or Alexis Lafreniere?
Connor McDavid
3.1 xSOG
Alexis Lafreniere
2.6 xSOG
Heatmap
McDavid
Lafreniere
McDavid vs. TOR
Lafreniere vs. OTT
3.1 SOG
season avg
Top 15%
3.7 SOG
Top player vs. TOR
Top 88%
4.4 SOG
with 0 days rest
Top 2%
See how we determined this
Head to head
Which player will have the most shots tonight among forwards?
Connor McDavid
3.1 xSOG
Heatmap
McDavid
Lafreniere
McDavid vs. TOR
3.1 SOG
season avg
Top 15%
3.7 SOG
Top player vs. TOR
Top 88%
4.4 SOG
with 0 days rest
Top 2%
See how we determined this
Most likely among a field
3 · Saved, shared and reused
Chirpy
Ask anything about NHL
Insights
Games
Top chirps from others
2
Which forward will have the most SOG tonight?
2
Which forward will have the most SOG tonight?
2
Which forward will have the most SOG tonight?
Playoff Picture
View more
West
East
Atlantic
1
TOR
54%
1-0
2
TOR
54%
1-0
3
TOR
54%
1-0
Metro
1
TOR
54%
1-0
2
TOR
54%
1-0
3
TOR
54%
1-0
1st - 10:02
TOR
3
-
2
OTT
1st - 10:02
TOR
3
-
2
OTT
1st - 10:02
TOR
3
-
2
OTT
Home · insights and top chirps from others
Chirp it
Share from this board
Share from latest board
https://chirpy.it/c/2we89u2e
Share a board, or start from the latest one
NEXT PROJECT
Forum →
Site design and content © 2026 Anthony Siggia