Ishita Guha Roy
Kolkata, India
Ishita Guha Roy
Data & Business Analyst | Excel, SQL, Power BI
Category : Consulting and advisory
I’m a Business & Data Analytics professional with 1+ year of experience delivering AI-driven solutions across NLP, computer vision, and analytics projects. I specialize in translating complex data problems into structured, measurable business outcomes. Through global consulting-style collaborations with Omdena, I’ve worked at the intersection of data science, product strategy, and stakeholder alignment; leading cross-functional teams and ensuring delivery that balances technical performance with real-world impact. I am particularly interested in roles that bridge business strategy and data including Business Analytics, Consulting, Product roles.
Portfolio
Working hours
- Monday:09h30 To 18h00
- Tuesday:09h30 To 18h00
- Wednesday:09h30 To 18h00
- Thursday:09h30 To 18h00
- Friday:09h30 To 18h00
- Saturday:Not available
- Sunday:Not available
![I can a build a dashboard using Excel/Power BI in 30 days]()
I build custom data dashboards using Excel and Power BI, delivered in 30 days. This includes connecting your data sources, designing clear KPIs and visuals, and handing over a ready-to-use report. ...
Through global consulting-style collaborations with Omdena, I’ve worked at the intersection of data science, product strategy, and stakeholder alignment; leading cross-functional teams and ensuring delivery that balances technical performance with real-world impact.
💡 Selected Experience:
Strategic Product & Delivery Leadership
Led the development of an AI-powered pothole detection system for Kolkata, managing a 20+ member cross-functional team across 8+ time zones. Drove structured planning, sprint execution, and on-time delivery through clear requirement translation and agile governance.
Analytics & Model Performance Optimization
Improved baseline mAP by 15% in a plastic waste detection initiative through iterative model evaluation and data strategy refinement.
AI-Enabled Business Solutions
Designed an NLP-based mental health chatbot leveraging RAG and LLM architectures, aligning model design with user experience and contextual accuracy goals.
Responsible & Explainable AI
Developed evaluation pipelines to enhance model traceability, transparency, and ethical compliance across projects.
💡 Selected Experience:
Strategic Product & Delivery Leadership
Led the development of an AI-powered pothole detection system for Kolkata, managing a 20+ member cross-functional team across 8+ time zones. Drove structured planning, sprint execution, and on-time delivery through clear requirement translation and agile governance.
Analytics & Model Performance Optimization
Improved baseline mAP by 15% in a plastic waste detection initiative through iterative model evaluation and data strategy refinement.
AI-Enabled Business Solutions
Designed an NLP-based mental health chatbot leveraging RAG and LLM architectures, aligning model design with user experience and contextual accuracy goals.
Responsible & Explainable AI
Developed evaluation pipelines to enhance model traceability, transparency, and ethical compliance across projects.
- The Complete SQL Bootcamp: Go from Zero to Hero 06/07/2024
![The Complete SQL Bootcamp: Go from Zero to Hero]()
- Microsoft Power BI Desktop for Business Intelligence 22/12/2023
![Microsoft Power BI Desktop for Business Intelligence]()
- 🇬🇧 English
- 🇮🇳 Hindi
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