Publications

Predicting Project Delays with Machine Learning article cover
PUBLICATION
Predicting Project Delays with Machine Learning
Medium Ā· 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 Ā· Published on Towards Data Science
Unified monitoring approach supported by automation to improve reliability and visibility.
Impact: āˆ’35% critical incidents.
SaaS PM for Data-Driven Professionals article cover
PUBLICATION
Why SaaS PM Is the Best Domain for Data-Driven Professionals
Medium Ā· Published on Towards Data Science
Explores why SaaS product management is the ideal career path for analytical professionals in 2026.
Focus: intersection of data skills, automation, and product strategy.

Automation & Delivery Systems

Urgent Task Escalation automation preview
AUTOMATION
Urgent Task Escalation
Google Sheets ā†’ Gmail ā†’ Telegram ā†’ 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 ā†’ 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 ā†’ 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 ā†’ Jira
Validates and transforms form data into Jira issues, prevents duplicates, and returns instant responses.
Outcome: faster intake and reduced coordination overhead.
UAT Feedback Triage n8n workflow preview
AUTOMATION
UAT Feedback Triage with AI
n8n Ā· AI Agent ā†’ Jira / Notion / Sheets
Automates UAT feedback triage using AI to classify, score severity, and route to the right team (Jira, Notion, Sheets).
Outcome: closed-loop feedback with automatic tester notification.

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, āˆ’22% out-of-stock situations.
TikTok Engagement Analysis project preview
DATA PROJECT
TikTok Engagement Analysis
19K videos Ā· 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 Ā· 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.