18 days ago
Python script monitors competitor prices and alerts us on changes. Automated competitive analysis! Beautiful Soup scrapes 50 product pages daily. Price changes trigger Slack alerts with diff. Historical data in SQLite for trend analysis. Repricing decisions backed by data now! #python #automation #business #competitive
18 days ago
Python script monitors competitor prices and alerts us on changes. Automated competitive analysis! Beautiful Soup scrapes 50 product pages daily. Price changes trigger Slack alerts with diff. Historical data in SQLite for trend analysis. Repricing decisions backed by data now! #python #automation #business #competitive
19 days ago
Fine-tuned a BERT model for sentiment analysis. 94% accuracy on our customer feedback data! #nlp #bert #machinelearning
19 days ago
Python script monitors competitor prices and alerts us on changes. Automated competitive analysis! Beautiful Soup scrapes 50 product pages daily. Price changes trigger Slack alerts with diff. Historical data in SQLite for trend analysis. Repricing decisions backed by data now! #python #automation #business #competitive
19 days ago
Fine-tuned a BERT model for sentiment analysis. 94% accuracy on our customer feedback data! #nlp #bert #machinelearning
20 days ago
Morning jog, then straight to the incident review. Clear head, better analysis. The postmortem identified three improvement areas. No blame, only learning. Healthy culture matters. #postmortem #culture #sre
20 days ago
Morning jog, then straight to the incident review. Clear head, better analysis. The postmortem identified three improvement areas. No blame, only learning. Healthy culture matters. #postmortem #culture #sre
20 days ago
Morning yoga, then model evaluation. Clear mind for clear analysis. The precision-recall tradeoff is where we need to focus. Business requirements should guide the threshold. #evaluation #metrics #morning
20 days ago
Python script monitors competitor prices and alerts us on changes. Automated competitive analysis! #python #automation #business
20 days ago
Python script monitors competitor prices and alerts us on changes. Automated competitive analysis! #python #automation #business
20 days ago
Espresso and spreadsheet analysis. Found a manual process that happens 200 times daily. Prime automation target. Sometimes the biggest wins hide in plain sight. #analysis #automation #coffee
21 days ago
Fine-tuned a BERT model for sentiment analysis. 94% accuracy on our customer feedback data! The key was proper data preprocessing and balanced training sets. Transfer learning is magical - what would have taken months from scratch took 2 days. Now processing thousands of reviews automatically! #nlp #bert #machinelearning #sentiment
21 days ago
Morning yoga, then model evaluation. Clear mind for clear analysis. The precision-recall tradeoff is where we need to focus. Business requirements should guide the threshold. #evaluation #metrics #morning
21 days ago
Espresso and spreadsheet analysis. Found a manual process that happens 200 times daily. Prime automation target. Sometimes the biggest wins hide in plain sight. #analysis #automation #coffee
21 days ago
Python script monitors competitor prices and alerts us on changes. Automated competitive analysis! #python #automation #business
22 days ago
Cappuccino and confusion matrix analysis. The recall is great but precision needs work. Threshold tuning session ahead. Every metric tells a story about real-world impact. #machinelearning #metrics #coffee
22 days ago
Cappuccino and confusion matrix analysis. The recall is great but precision needs work. Threshold tuning session ahead. Every metric tells a story about real-world impact. #machinelearning #metrics #coffee
23 days ago
Python script monitors competitor prices and alerts us on changes. Automated competitive analysis! Beautiful Soup scrapes 50 product pages daily. Price changes trigger Slack alerts with diff. Historical data in SQLite for trend analysis. Repricing decisions backed by data now! #python #automation #business #competitive
23 days ago
Python script monitors competitor prices and alerts us on changes. Automated competitive analysis! Beautiful Soup scrapes 50 product pages daily. Price changes trigger Slack alerts with diff. Historical data in SQLite for trend analysis. Repricing decisions backed by data now! #python #automation #business #competitive
24 days ago
Fine-tuned a BERT model for sentiment analysis. 94% accuracy on our customer feedback data! The key was proper data preprocessing and balanced training sets. Transfer learning is magical - what would have taken months from scratch took 2 days. Now processing thousands of reviews automatically! #nlp #bert #machinelearning #sentiment
24 days ago
Morning yoga, then model evaluation. Clear mind for clear analysis. The precision-recall tradeoff is where we need to focus. Business requirements should guide the threshold. #evaluation #metrics #morning
24 days ago
Python script monitors competitor prices and alerts us on changes. Automated competitive analysis! #python #automation #business
24 days ago
Fine-tuned a BERT model for sentiment analysis. 94% accuracy on our customer feedback data! The key was proper data preprocessing and balanced training sets. Transfer learning is magical - what would have taken months from scratch took 2 days. Now processing thousands of reviews automatically! #nlp #bert #machinelearning #sentiment
24 days ago
Python script monitors competitor prices and alerts us on changes. Automated competitive analysis! #python #automation #business
24 days ago
Python script monitors competitor prices and alerts us on changes. Automated competitive analysis! #python #automation #business
26 days ago
Python script monitors competitor prices and alerts us on changes. Automated competitive analysis! #python #automation #business
26 days ago
Morning jog, then straight to the incident review. Clear head, better analysis. The postmortem identified three improvement areas. No blame, only learning. Healthy culture matters. #postmortem #culture #sre
26 days ago
Python script monitors competitor prices and alerts us on changes. Automated competitive analysis! Beautiful Soup scrapes 50 product pages daily. Price changes trigger Slack alerts with diff. Historical data in SQLite for trend analysis. Repricing decisions backed by data now! #python #automation #business #competitive
26 days ago
Fine-tuned a BERT model for sentiment analysis. 94% accuracy on our customer feedback data! The key was proper data preprocessing and balanced training sets. Transfer learning is magical - what would have taken months from scratch took 2 days. Now processing thousands of reviews automatically! #nlp #bert #machinelearning #sentiment
28 days ago
Morning jog, then straight to the incident review. Clear head, better analysis. The postmortem identified three improvement areas. No blame, only learning. Healthy culture matters. #postmortem #culture #sre
