Publications

Predicting Project Delays with Machine Learning article cover
PUBLICATION
Predicting Project Delays with Machine Learning
Medium · Published on Towards Data Science
Case study on detecting early signals of delivery risk to support proactive decision-making.
Result: predicted 41% of delays before they happened.
Product Health Score article cover
PUBLICATION
Product Health Score & Unified Monitoring
Medium · Published on Towards Data Science
Unified monitoring approach supported by automation to improve reliability and visibility.
Impact: −35% critical incidents.

Automation & Delivery Systems

Urgent Task Escalation automation preview
AUTOMATION
Urgent Task Escalation
Google Sheets → Gmail → Telegram → Jira
Detects urgent tasks, emails owners, prevents duplicates, escalates via Telegram, and creates Jira tickets.
Outcome: faster resolution, fewer missed critical tasks.
Automated Sprint Reports automation preview
AUTOMATION
Automated Sprint Reports
Jira → Gmail (KPIs + HTML report)
Generates sprint KPIs (tickets, story points, blockers, completion rate) and emails stakeholders on schedule.
Outcome: less manual reporting, clearer delivery visibility.
Create Jira Tickets from Google Forms automation preview
AUTOMATION
Create Jira Tickets from Google Forms
Google Forms / Sheets → Jira
Captures form submissions, maps fields to Jira schema, and returns issue key + URL for tracking.
Use case: intake workflows for requests, bugs, and internal ops.
Create Jira Tickets from Streamlit Forms automation preview
AUTOMATION
Create Jira Tickets from Streamlit Forms
Streamlit / Python → Jira
Validates and transforms form data into Jira issues, prevents duplicates, and returns instant responses.
Outcome: faster intake and reduced coordination overhead.

Data & Analytics Projects

Retail Analytics Dashboard project preview
CASE STUDY
Retail Analytics Dashboard
Power BI / Figma
Analytics product concept designed for non-technical teams with clear KPIs and AI-style alerts.
Impact: +62% faster decisions, −22% out-of-stock situations.
TikTok Engagement Analysis project preview
DATA PROJECT
TikTok Engagement Analysis
19K videos · Python / SQL / Power BI
Identified engagement drivers and translated insights into actionable recommendations.
Highlight: likes represent 82% of total engagement in the dataset.
MPG Player Recommender project preview
DATA PROJECT
MPG Player Recommender
Python / Power BI · Fantasy football optimizer
Built a scoring model to surface undervalued players using recent form, cost-value ratio and position scarcity.
Output: interactive Power BI dashboards and templates.