Aditya Nadkarni

Consultant

Mumbai, Maharashtra, India12 yrs 6 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

6+ years in power systems research and analytics.
Expertise in predictive analytics for voltage stability.
Strong background in quantitative finance and algorithmic trading.

Stackforce AI infers this person is a specialist in Energy and Quantitative Research with a focus on Power Systems.

Contact

Skills

Core Skills

Quantitative ResearchData AnalysisPower SystemsPredictive Analytics

Other Skills

AutoCADCC++Control Systems DesignEconomic ModelingElectric PowerElectrical EngineeringElectrical Power SystemsEnergy StorageEvent DetectionFundamental AnalysisInterconnectionLiterature ReviewsMachine LearningMatlab

About

I have a strong research background in the development of wide-area situational awareness analytics for power system applications. Possess 6+ years of experience working on various academic and industry level research projects in the power systems domain. I am particularly interested in applying quantitative methods like time-series analysis, mathematical optimization for knowledge discovery from large spatio-temporal datasets coming from diverse fields. In my current position as a quantitative researcher, I work on financial data analysis and building systematic algorithmic trading strategies. Always open to exciting opportunities in data science, quantitative research and power system R&D.

Experience

Qube research & technologies

Quantitative Researcher

Jul 2020 – Present · 5 yrs 8 mos · Mumbai, Maharashtra, India

Data AnalysisStatistical Data AnalysisPythonMachine LearningQuantitative FinanceQuantitative Research

Indian institute of technology, bombay

Research Scholar

Jul 2015 – Jul 2020 · 5 yrs · Mumbai Area, India

1) Proposed a completely data-driven predictive analytic that is able to anticipate and track vulnerabilities affecting system's longer term voltage stability. The analytic can aid control-center operators with a continuous assessment of grid's voltage security status and suggest preventive control-actions.
2) Designed an online event detection tool to detect, classify and report various grid events for instant operator analysis. The tool can accurately quantify real-time trends and level-change anomalies in wide area measurement time series data.

Data AnalysisPredictive AnalyticsEvent DetectionControl Systems DesignPower Systems

Ge india technology centre (jfwtc)

Summer Intern

May 2013 – Jul 2013 · 2 mos · Bengaluru, Karnataka, India

Worked on a methodology to seamlessly include PMU phase angle measurements into SCADA-based legacy distribution state estimator.

SCADAPower System AnalysisPower Systems

Arizona state university

Graduate Research Assistant

May 2011 – Feb 2013 · 1 yr 9 mos · Tempe Arizona

Quantified economic and system benefits from coordination of rooftop PV and battery energy storage under time-of-use tariffs. Also investigated the capacity of substation-sited storage dispatch to defer investment in substation upgrade.

Economic ModelingEnergy StoragePV CoordinationPower Systems