EvRo The Data Dev
@evrodatadev.bsky.social
5/ I'm working on MVP.
Bronze & silver layers operational.
Processing sample data in testing.
Dynamic engine selection to save on cost.
Next up: Ship the MVP platform.
Following along? I'll share my journey as I build to show that it is possible to bring this to life.
Bronze & silver layers operational.
Processing sample data in testing.
Dynamic engine selection to save on cost.
Next up: Ship the MVP platform.
Following along? I'll share my journey as I build to show that it is possible to bring this to life.
November 18, 2025 at 2:16 PM
5/ I'm working on MVP.
Bronze & silver layers operational.
Processing sample data in testing.
Dynamic engine selection to save on cost.
Next up: Ship the MVP platform.
Following along? I'll share my journey as I build to show that it is possible to bring this to life.
Bronze & silver layers operational.
Processing sample data in testing.
Dynamic engine selection to save on cost.
Next up: Ship the MVP platform.
Following along? I'll share my journey as I build to show that it is possible to bring this to life.
4/ What if ONE platform handled the entire data lifecycle?
Ingestion → Storage → Transformation → Quality → Dashboards → Insights
Built on Apache Standards.
LLM-native transformations.
Cheaper than the traditional stack.
That's OptimaFlo.
Ingestion → Storage → Transformation → Quality → Dashboards → Insights
Built on Apache Standards.
LLM-native transformations.
Cheaper than the traditional stack.
That's OptimaFlo.
November 18, 2025 at 2:16 PM
4/ What if ONE platform handled the entire data lifecycle?
Ingestion → Storage → Transformation → Quality → Dashboards → Insights
Built on Apache Standards.
LLM-native transformations.
Cheaper than the traditional stack.
That's OptimaFlo.
Ingestion → Storage → Transformation → Quality → Dashboards → Insights
Built on Apache Standards.
LLM-native transformations.
Cheaper than the traditional stack.
That's OptimaFlo.
3/ Every tool integration is a failure point.
Data team's day:
→ Debug sync failure
→ Fix schema drift
→ Airflow DAG broke (again)
→ Data platform bill doubled
→ Viz dashboards out of sync
6 tools. 6 potential problems.
There's a better way...
Data team's day:
→ Debug sync failure
→ Fix schema drift
→ Airflow DAG broke (again)
→ Data platform bill doubled
→ Viz dashboards out of sync
6 tools. 6 potential problems.
There's a better way...
November 18, 2025 at 2:16 PM
3/ Every tool integration is a failure point.
Data team's day:
→ Debug sync failure
→ Fix schema drift
→ Airflow DAG broke (again)
→ Data platform bill doubled
→ Viz dashboards out of sync
6 tools. 6 potential problems.
There's a better way...
Data team's day:
→ Debug sync failure
→ Fix schema drift
→ Airflow DAG broke (again)
→ Data platform bill doubled
→ Viz dashboards out of sync
6 tools. 6 potential problems.
There's a better way...
2/ Quick back story:
I was laid off due to the tech market consolidation. I was hit hard and interviewed ..a ton...but as I interviewed I found companies being very specific w/ their needs. I noticed a pattern in what they all needed which led to my "Ah-hah" moment...
I was laid off due to the tech market consolidation. I was hit hard and interviewed ..a ton...but as I interviewed I found companies being very specific w/ their needs. I noticed a pattern in what they all needed which led to my "Ah-hah" moment...
November 18, 2025 at 2:16 PM
2/ Quick back story:
I was laid off due to the tech market consolidation. I was hit hard and interviewed ..a ton...but as I interviewed I found companies being very specific w/ their needs. I noticed a pattern in what they all needed which led to my "Ah-hah" moment...
I was laid off due to the tech market consolidation. I was hit hard and interviewed ..a ton...but as I interviewed I found companies being very specific w/ their needs. I noticed a pattern in what they all needed which led to my "Ah-hah" moment...