Thanks for visiting
Business Analyst · Product Thinker · Data-Driven Strategist
Transforming Business Complexity Into Clarity, Strategy & Results.
BA Process
I turn ambiguity into structured decisions — closing the gap between what stakeholders need and what teams actually deliver.
I work where most organizational friction lives — the gap between strategy and execution. As a Business Analyst, my focus is on making that gap smaller: surfacing root causes, aligning stakeholders around a shared understanding, and defining solutions that are actually buildable and measurable.
I combine analytical depth with strong communication instincts. I model data to expose what the numbers are really saying, structure requirements so delivery teams have a clear and defensible target, and track the KPIs that reflect genuine performance — not just activity. I also integrate AI tools heavily into my workflow — using them to accelerate analysis, pressure-test assumptions, and surface patterns that would otherwise take far longer to uncover. The result is faster decisions, fewer revision cycles, and outcomes that hold up under scrutiny.
I adapt quickly across business environments because good analysis is fundamentally about people, problems, and logic. Give me a complex challenge — a broken process, a product decision, a strategic gap — and I'll break it down, find the leverage point, and deliver something that creates real, lasting value.
“I don't just document what stakeholders ask for — I find the business problem behind the business problem.”
Strategic Thinking
Transform ambiguity into clear strategies, actionable roadmaps, and measurable business outcomes.
Data-Driven Decision Making
Leverage data, research, and analytical frameworks to uncover insights and support confident decisions.
AI-Powered Business Analysis
Utilize AI to accelerate research, streamline documentation, improve workflows, and identify opportunities for innovation.
Stakeholder Alignment
Bridge the gap between business needs, user expectations, and execution teams to drive successful outcomes.
Understand
Deep-dive into business context, stakeholder needs, and the root problem
Analyse
Apply data analysis and structured frameworks to surface insights and gaps
Translate
Convert findings into clear requirements, process improvements, and actionable strategies
Deliver
Ensure solutions achieve measurable business outcomes and stakeholder buy-in
A full-spectrum skill set spanning business analysis, data science, and technology.
Continuously expanding expertise in AI-augmented business analysis, product management fundamentals, and advanced data analytics.
Real analytical problems. Real data. Real business insights.
Business Insights & Content Strategy
Analyzed a Netflix dataset to uncover user behavior patterns, content trends, and engagement signals — translating data into strategic content recommendations.
Predictive Analytics & Machine Learning
Built an ML model to predict residential property prices using feature engineering and regression techniques, identifying the key drivers of property value.
More projects and case studies being added as work progresses. Follow on LinkedIn for updates.
Five engagements across data analytics, AI, operations, and process improvement — each demonstrating how structured analysis drives measurable business outcomes.
Sales leadership lacked real-time revenue visibility — data was split across Salesforce, QuickBooks, and 3 Excel trackers with no reconciliation.
Live Power BI dashboard unifying 4 data sources — forecast accuracy improved from 58% to 87%, weekly reporting cut from 12 hours to 20 minutes.
Support team was overwhelmed with repetitive queries, causing slow response times and agent burnout.
Automated support workflows, significantly reducing manual handling and response time.
Leads were being lost or left uncontacted due to an unstructured, spreadsheet-driven process with no pipeline visibility.
HubSpot CRM deployed with automated lead assignment, scoring, and executive dashboards — eliminating spreadsheet chaos.
Double bookings were happening 23 times a month — customers arriving to find no car available because two agents had confirmed the same vehicle to two different people.
Booking management system live across all 3 branches — double bookings eliminated, fleet utilization up from 58% to 78%, customer check-in time cut from 22 minutes to 6 minutes.
Lengthy, inconsistent recruitment cycles were causing candidate drop-off and delayed hiring decisions.
Streamlined recruitment process with reduced time-to-hire and improved candidate experience.
Business analysis thinking, data insights, and product strategy.
Business Analysis is more than gathering requirements — it's about understanding the gap between where a business is and where it needs to be.
Python bridges the gap between business thinking and data reality. Here's how I use it daily to move from gut-feel to evidence-based decisions.
Poorly gathered requirements are the #1 cause of project failure. Here's the framework I use to ensure nothing critical gets missed.
Where I've applied my skills to create measurable business impact.
Guru Nanak Institute of Technology (GNIT), Sodepore
Open to Business Analyst, Product Analyst, and Consulting opportunities globally. I respond within 24 hours.
Prefer a direct conversation? Calendar booking will be available here shortly.
Currently available for full-time BA, Product Analyst, and Consulting roles. Open to remote and global opportunities.