Case StudyDEMO DATA
AI Model Training
Custom AI model training and fine-tuning for domain-specific applications.
Industry
Operations (demo)
Timeline
3 weeks
Stack
Python, LangChain, Slack API, Jira API, PostgreSQL
Role
Agent Development + Integration + Ops Automation
Problem
Operations team struggled with manual checklist execution, inconsistent SOP following, and poor visibility into task completion across the team.
Approach
Built AI agent that reads SOPs, runs automated checklists, files tickets when issues arise, and posts progress summaries to Slack. Added learning loop to improve SOP suggestions over time.
Results
⚠️ Demo data for portfolio purposes
78%
reduction in manual checklist time
92%
SOP compliance rate (up from 65%)
24/7
ops monitoring with smart alerting
Key Features
1
SOP library with AI-readable format
2
Automated checklist execution dashboard
3
Smart ticket creation with context
4
Slack integration with progress summaries
5
Compliance tracking and analytics