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1. Roles & Responsibilities: 6/10
2. Years of Experience: 8/10
3. Education Qualification: 8/10
4. Skills/Knowledge: 7/10
5. Domain/Industry: 4/10
6. Key Competencies: 7/10
7. Certifications: 7/10
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<h5><b>Overall Summary</b></h5>
<ol>
<li><b>Roles & Responsibilities:</b> The candidate has experience in data analysis, business intelligence, and visualization, aligning with key responsibilities. However, there is limited mention of AI, ML, LLMs, and product ownership. The candidate has worked on KPI dashboards, data governance, and reporting, but lacks explicit experience in managing analytics backlog, product vision, and roadmap execution.</li>

<li><b>Years of Experience:</b> The resume states "3+ years of experience," which meets the required 3-5 years. However, the candidate is on the lower end of the experience range.</li>

<li><b>Education Qualification:</b> Holds a Bachelor's degree in Engineering from Mumbai University, which meets the requirement of a bachelor's degree with an excellent academic record.</li>

<li><b>Skills/Knowledge:</b> Strong in SQL, Tableau, Snowflake, Alteryx, and Power BI, which align with the job requirements. However, there is no mention of Seismic, Salesforce, or private equity-related analytics. AI/ML exposure is minimal, with only a certification in Generative AI.</li>

<li><b>Domain/Industry:</b> The candidate lacks direct experience in private markets, alternative investments, private equity, credit, or real assets. Their background is more general data analytics rather than financial services.</li>

<li><b>Key Competencies:</b> Demonstrates strong organizational skills, stakeholder communication, and project execution. Experience in KPI dashboards and data governance suggests attention to detail and results orientation. However, there is no explicit mention of entrepreneurial predisposition, program/change management, or flexibility with time zones.</li>

<li><b>Certifications:</b> Holds relevant certifications in Alteryx, Power BI, Azure, and Generative AI. However, there are no certifications in Salesforce, Seismic, or private equity-related analytics.</li>
</ol>
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