Kranthi Kumar
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Kranthi Kumar Email & Phone Number

Assistant Director - Analytics and Modeling at RMS
Location: Bengaluru, Karnataka, India 9 work roles 3 schools
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Current company
RMS
Role
Assistant Director - Analytics and Modeling
Location
Bengaluru, Karnataka, India
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Who is Kranthi Kumar? Overview

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Kranthi Kumar is listed as Assistant Director - Analytics and Modeling at RMS, a company with 3757 employees, based in Bengaluru, Karnataka, India. AeroLeads shows a matched LinkedIn profile for Kranthi Kumar.

Kranthi Kumar previously worked as Assistant Director - Analytics & Modeling at Rms and Senior Modeler at Rms. Kranthi Kumar holds Doctor Of Philosophy - Phd, Water Resources Engineering, 9.57/10 from Indian Institute Of Technology, Madras.

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RMS

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Profile bio

About Kranthi Kumar

Ever since I was a kid, I've been passionate about math and logic, a love that has guided my academic and professional journey. At Moodys RMS, my work revolves around, developing models to score the importance of data accuracy and completeness, creating computer vision models to extract building attributes from aerial imagery, engineering a new methodology to update the property valuation, and designing interactive dashboards for data analysis and visualization. Going back a bit, as a researcher at IIT-Madras, I developed optimal reservoir release policies using meta-heuristic algorithms and evaluating their performance under streamflow and demand uncertainty through Monte-Carlo Simulations.Besides doing math, I really enjoy hitting the road for long bike rides. These activities underscore a realization for me: while the destination holds beauty, the journey is even more captivating.

Current workplace

Kranthi Kumar's current company

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RMS
Rms
Assistant Director - Analytics and Modeling
Bengaluru, KA, IN
Website
Employees
3757
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9 roles

Kranthi Kumar work experience

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Assistant Director - Analytics And Modeling

Rms

Bengaluru, KA, IN

Assistant Director - Analytics & Modeling

Current
Rms

Bengaluru, Karnataka, India

Optimized data download times and resource usage to fetch data from vendor APIs.Established an uncertainty range around the vendor-provided valuations by analyzing variations in construction and labor costs.Developed an engine in python and architected associated datasets to update and enhance building valuation data.

Oct 2023 - Present

Senior Modeler

Rms

Bengaluru, Karnataka, India

Designed interactive dashboards in PowerBI and Python Dash to visualize and compare vendor-supplied building valuation data against existing datasets. Developed PoCs to update building valuation information by augmenting vendor data with insights from secondary research.

Apr 2023 - Sep 2023

Modeler

Rms

Noida, Uttar Pradesh, India

Engineered derivative products based on RMS proprietary catastrophe models, enabling clients to grasp the critical role of accuracy and completeness in location and building attribute data through quantitative scoring.Developed computer vision models to extract building attributes from aerial imagery through image segmentation techniques.

Mar 2021 - Mar 2023

Project Associate

Developed simulation-optimization models incorporating conceptual models, artificial neural networks (ANNs), and radial basis functions (RBFs) to simulate reservoir operations, and employed evolutionary algorithms to optimize model parameters.

Sep 2018 - Aug 2019

Research Assistant

Chennai, Tamil Nadu

Worked with Prof. K Srinivasan, IITM in the following research areas:Developed optimal designs for water distribution networks using evolutionary algorithms.Created and evaluated synthetic stream flow generation models.

Aug 2013 - Jul 2018

Teaching Assistant

Chennai, Tamil Nadu

Assisted Prof. K. Srinivasan in preparing course materials and assignments for the following graduate and undergraduate courses:Water Resources Planning and Management (Graduate course)Surface Water Hydrology (Graduate course)Water Resources Engineering (Undergraduate course)

Aug 2013 - Jul 2018

Assistant Professor

Tirupati, Andhra Pradesh

Courses taught:Fluid Mechanics and Hydraulic MachinesIrrigation Structures and DrawingLabs handled:Fluid Mechanics and Hydraulic Machines

Jan 2013 - May 2013

Lecturer (Adhoc)

Anantapur, Andhra Pradesh

Courses taught:Water Resources EngineeringFluid Mechanics and Hydraulic MachinesLabs handled:Fluid Mechanics and Hydraulic MachinesDesigned and authored the laboratory manual for this Lab.

Jul 2011 - Dec 2012
Team & coworkers

Colleagues at RMS

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3 education records

Kranthi Kumar education

Doctor Of Philosophy - Phd, Water Resources Engineering, 9.57/10

Investigated the role of objective functions and constraints in analytical optimization models for reservoir operation, leading to the.

FAQ

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What company does Kranthi Kumar work for?

Kranthi Kumar works for RMS.

What is Kranthi Kumar's role at RMS?

Kranthi Kumar is listed as Assistant Director - Analytics and Modeling at RMS.

Where is Kranthi Kumar based?

Kranthi Kumar is based in Bengaluru, Karnataka, India while working with RMS.

What companies has Kranthi Kumar worked for?

Kranthi Kumar has worked for Rms, Indian Institute Of Science (Iisc), Indian Institute Of Technology, Madras, Sree Vidyanikethan Engineering College Tirupati, and Jntua College Of Engineering, Anantapur.

Who are Kranthi Kumar's colleagues at RMS?

Kranthi Kumar's colleagues at RMS include Parveen Singh, Lilly Pop, Punam Raghav, Vijay Kumar, and Eric Quarles.

How can I contact Kranthi Kumar?

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What schools did Kranthi Kumar attend?

Kranthi Kumar holds Doctor Of Philosophy - Phd, Water Resources Engineering, 9.57/10 from Indian Institute Of Technology, Madras.

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