Aditya Harikumar

Data Analyst

Pune, Maharashtra, India5 yrs experience

Key Highlights

Expert in financial analytics and data visualization.
Proficient in predictive modeling and machine learning.
Strong background in operational data analysis.

Stackforce AI infers this person is a data analytics professional with a focus on Fintech and operational insights.

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Skills

Core Skills

Financial AnalyticsData VisualizationData AnalysisOperational Analytics

Other Skills

Agile Project ManagementAmplitudeBalsamiqBusiness ValuationC (Programming Language)CommunicationCompetitive AnalysisData CleaningExploratory Data AnalysisFinancial BenchmarkingFunnel AnalysisKPI AnalysisKnimeMachine LearningMarket Research

About

I'm a recent PGDM graduate in Big Data Analytics from Goa Institute of Management, with a background in electrical engineering and a growing passion for solving problems using data. My interest in analytics began during my time at Tata Power, where I was exposed to fault pattern analysis, grid reliability data, and relay performance metrics. While initially rooted in engineering, this experience sparked my curiosity about using data not just to fix issues — but to predict, optimize, and drive decisions. This led me to pursue analytics academically, where I worked on diverse projects across predictive modeling, financial benchmarking, segmentation, and product strategy. At Sammaan Capital, I built Power BI dashboards to analyze the financial performance of 35+ NBFCs and banks. Through academic projects, I applied machine learning to forecast churn, segment customers, and optimize marketing impact using Python, R, SQL, and visualization tools. I enjoy using data to uncover patterns, validate assumptions, and build models that solve real-world business challenges. I'm open to roles in data analytics, data science, and business analytics where I can learn, contribute, and grow in applying analytics to drive measurable outcomes. Tools: SQL | Python | Power BI | Excel | R | Tableau Interests: Predictive Modeling | Financial Analytics | Product Strategy | Data Visualization

Experience

Fibe.india (formerly earlysalary)

Data Analyst

Jul 2025 – Present · 8 mos · Pune, Maharashtra, India · On-site

Indiabulls housing finance ltd

Summer Intern

Apr 2024 – Aug 2024 · 4 mos · Mumbai, Maharashtra, India · On-site

Summer intern in the Investor Relations & Analytics team of an NBFC, focusing on financial benchmarking and KPI analysis.
Designed Power BI dashboards to benchmark 15+ NBFCs and 20+ banks, deconstructing RoA into key driving metrics and enabling senior management to identify profitability levers and make data-backed borrowing and risk strategy decisions.
Segmented peers based on key financial KPIs to uncover strategic patterns in profitability, cost structure, and asset quality; enabled leadership to assess competitive positioning and identify areas for improvement
Analyzed exceptionally high profitability ratios of a competitor firm against industry benchmarks; traced high RoA to non-core income from a marketing subsidiary using top-down validation of key financial metrics.
Key takeaway: strengthened my ability to translate financial data into strategic insights through KPI benchmarking and dashboarding.

Power BIFinancial BenchmarkingKPI AnalysisData VisualizationSQLFinancial Analytics

I3 - the industry institute interaction club

2 roles

Senior Core Committee Member

Promoted

Feb 2024 – Feb 2025 · 1 yr

Junior Core Committee Member

Aug 2023 – Apr 2024 · 8 mos

Tata power-ddl

2 roles

Sr Executive

May 2020 – Apr 2022 · 1 yr 11 mos

Full-time engineer in the Protection & Testing team, supporting grid reliability and fault resolution.
Analyzed fault trends across 11kV feeders using SCADA data, identifying the top 50 high-tripping feeders and contributing to a 40% reduction in faults.
Digitized 500+ transformer records, improving data accessibility and monitoring accuracy for grid assets.
Improved availability of differential relays from 30% to 95% by diagnosing setting mismatches and optimizing relay logic.
Key takeaway: learned how operational data can drive strategic insights and process improvements.

SCADAData AnalysisData CleaningOperational Analytics