Aman Kohli

Business Analytics Professional

MS in Business Analytics at Babson College | Specializing in Machine Learning, Data Science, and Marketing Analytics | Transforming data into actionable business insights

Projects

Power BI Dashboard 1

Power BI Dashboard 1

Comprehensive business intelligence dashboard providing real-time insights and analytics for data-driven decision making across multiple business metrics and KPIs.

Power BI Data Analysis Visualization
Power BI Dashboard 2

Power BI Dashboard 2

Advanced analytics dashboard featuring interactive visualizations, trend analysis, and performance monitoring tools for strategic business insights and reporting.

Power BI Interactive Reports Business Intelligence
Power BI Dashboard 1

R Shiny Dashboard

Interactive Entrepreneurial Insights Dashboard providing multidimensional analytics and visualizations to explore relationships between business characteristics, demographic factors, and entrepreneurial well-being across key performance indicators (KPIs).

Machine Learning R EDA

Skills & Tools

Programming

SQL Server Microsoft SQL Server MySQL MySQL

Project Management

Jira Jira Azure DevOps Azure DevOps Asana Asana

Tools

PowerBi PowerBi Tableau Tableau Sas SAS Studio Microsoft Suite Microsoft Office Suite AWS AWS Google Cloud Google Cloud Google Workspace Google Workspace

Professional Certifications

Professional Scrum Master I Certification

Professional Scrum Master I (PSM I)

Certified July 2025

Scrum Agile Project Management

Professional Experience

May 2025 – Sep 2025
Operations and Strategy Intern
Seaport Inn (Harbourview Hospitality Group), Cape Cod, MA
  • Consulted Harbourview Hospitality Group on implementing Lean Management practices, streamlining cross-property operations to reduce idle labor by 75%, optimize resource allocation, and align operational processes with KPI-based cost-efficiency targets
  • Reconciled financial records across 9 hotel properties and automated 80% of expense categorization in Excel, then built a dynamic Power BI dashboard to compare property-level expenses and identify cost-saving opportunities, recommending measures that reduced operating costs by 10%
  • Launched 20 Sojern email campaigns reaching 90,000 guests, achieving a 31% CTR and enhancing guest retention and engagement
  • Centralized daily performance reporting by building a lightweight on-prem SQL Server data mart using SSIS and Power Query from PMS, POS, and Excel sources, with Power BI Desktop views for occupancy and labor-to-revenue metrics, reducing manual consolidation from 5 hours per day to under 1 hour and enabling staffing adjustments that saved $85K annually
  • Built a 14-day bookings and F&B demand forecast in Python orchestrated via SQL Server Agent with SQL ELT and QA checks, improving MAPE by 25% and informing rate changes and targeted Sojern re-engagement that drove a $95K seasonal revenue uplift
May 2022 – Aug 2024
Marketing Data Analyst
Saas Cloud LLC, Delhi, India
  • Led a data-driven Reddit growth strategy following Google’s UGC policy update, generating $60K in revenue within 6 months with no ad spend
  • Created structured campaign datasets and collaborated with stakeholders to improve attribution visibility and budget optimization across platforms
  • Enhanced email funnel personalization using ActiveCampaign, driving a 27% open rate, 5% CTR, and 3% conversion
  • Planned, launched, and optimized paid social campaigns using Facebook Business Manager, conducting A/B tests on creatives and audiences to achieve a 20% improvement in CTR and a 15% reduction in CPA
  • Developed and deployed SEO and keyword strategy using SEMrush, growing organic search visibility to 2,000 monthly queries and increasing qualified inbound leads
  • Analyzed ad creative and placement trends across competitors, resulting in a revamped GTM plan and content refresh for Scribebuddy and Transcription.app

Marketing Projects

Amazon Affiliate Program

Amazon Affiliate Program

Strategic affiliate marketing initiative leveraging Amazon's platform to drive revenue through targeted product recommendations and optimized conversion funnels.

Affiliate Marketing Amazon Conversion Optimization

Mean Time

Standup Comedy

I enjoy performing standup comedy in my mean time.

Let's Connect

Ready to discuss opportunities, collaborations, or innovative projects? Let's connect!