Krusheel Munnangi

AI Researcher

Bengaluru, Karnataka, India18 yrs 4 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Expert in Machine Learning and predictive modeling.
Proven track record in user profiling and churn prediction.
Leadership experience in data science teams.

Stackforce AI infers this person is a Data Science expert with a focus on predictive modeling and user analytics.

Contact

Skills

Core Skills

Machine LearningLarge Language Models (llm)

Other Skills

Apache SparkPyTorchMentoringNeural NetworksConvolutional Neural Networks (CNN)Python (Programming Language)Technical DesignApache PigCAlgorithmsC++Embedded SystemsDigital Signal ProcessorsSignal ProcessingImage Processing

Experience

Jio platforms limited (jpl)

2 roles

Principal Data Scientist/Lead Data Scientist

Promoted

Apr 2021 – Present · 4 yrs 11 mos

Exploring GenAI for productivity improvement in multiple workflows
Sentiment signals from news data for price prediction.
Scheduling Optimization and Churn Prediction Modelling for Jio Fiber
Tropospheric Duct Interference Mitigation using predictive modelling and scaling the model to PAN India
User Profile and Location Profile Modelling based on app usage data from 4G data

Large Language Models (LLM)Machine Learning

Sr Data Scientist

Jul 2018 – Mar 2021 · 2 yrs 8 mos

Worked on User Location Prediction Models based on 4G Radio Data, Optimization for Manufacturing domain, Predictive modelling for Gas Exploration and Production.

Machine LearningApache Spark

Ola (ani technologies pvt ltd)

Research Engineer II

Oct 2015 – Jun 2018 · 2 yrs 8 mos · bangalore

Worked on solutions for diverse set of problems like pricing, driver incentive scheme design, supply shaping, allocation optimization along with building data pipelines.

Kaybus, inc.

Specialist

Jun 2013 – Sep 2015 · 2 yrs 3 mos · Bangalore

Worked on user profiling which is used to provide recommendations. Built a system which mines for user profile based on their interactions, which is used for recommendations.