Amod Agashe

Machine Learning Engineer

Pune, Maharashtra, India17 yrs 7 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Expert in Machine Learning and Deep Learning techniques.
Proven track record in developing predictive algorithms.
Strong background in data analysis and optimization.

Stackforce AI infers this person is a Data Science expert with a focus on Machine Learning and optimization in the advertising industry.

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Skills

Core Skills

Machine LearningOperations Research

Other Skills

Ad TargetingConversion PredictionPredictive MaintenanceAnomaly DetectionBayesian ModelsDeep LearningDecision TreesOut of Stock PredictionEnsemble ModelsWeather Sensitive Demand ForecastPricing AlgorithmsOptimization FrameworkReal Time BiddingReal Time Data AnalysisData Visualization

About

Data Scientist with strong development skills in Python and R. Continuous learner with high aptitude for research and development. Areas of competence: Machine Learning, Interpretable Machine Learning models,Deep learning, RNN, LSTM, CNN

Experience

17 yrs 7 mos

Total Experience

2 yrs 6 mos

Average Tenure

6 yrs 1 mo

Current Experience

Deepintent

2 roles

Manager Data Science

Promoted

Feb 2024 – Present · 2 yrs 3 mos

Sr Data Scientist

Apr 2020 – Feb 2024 · 3 yrs 10 mos

Developing ad targeting , conversion prediction algorithms

Machine LearningAd TargetingConversion Prediction

Tata consultancy services

Data Scientist

May 2018 – Apr 2020 · 1 yr 11 mos · Pune, Maharashtra, India

Implemented predictive maintenance, anomaly detection, failure rate prediction using Bayesian, deep learning, decision tree models

Predictive MaintenanceAnomaly DetectionBayesian ModelsDeep LearningDecision TreesMachine Learning

Orchestro - now part of e2open

Data Scientist

Jul 2015 – Apr 2018 · 2 yrs 9 mos · Pune Area, India

Developed out of stock prediction models using ensemble of probabilistic and predictive models,
Weather sensitive demand forecast

Out of Stock PredictionEnsemble ModelsWeather Sensitive Demand ForecastMachine Learning

Mode media corporation (formerly glam media)

Data Scientist

Sep 2013 – Jul 2015 · 1 yr 10 mos · Pune Area, India

Developing pricing algorithms
Building optimization framework for marketplace (real time bidding)

Pricing AlgorithmsOptimization FrameworkReal Time BiddingMachine Learning

Myntra.com

Data Analyst

Jun 2013 – Aug 2013 · 2 mos · Bangalore

Worked on Real Time Data analysis and automation
Built data visualization dashboards to track key performance indicators

Real Time Data AnalysisData VisualizationKey Performance Indicators

Pubmatic

2 roles

Sr. Yield Optimization Analyst

Promoted

Apr 2012 – May 2013 · 1 yr 1 mo

Performing continuous performance optimization for web publishers. Customizing Machine Learning algorithms for revenue enhancement. Using statistical methods to evaluate key performance metrics.

Performance OptimizationMachine Learning AlgorithmsStatistical MethodsMachine Learning

Yield Optimization Analyst

Jun 2010 – Mar 2012 · 1 yr 9 mos

Department of industrial and systems engineering

Graduate Student

Aug 2008 – May 2010 · 1 yr 9 mos

Major : Operations research
Masters thesis : "Stochastic revenue optimization in online advertising"
Developed stochastic revenue optimization model for multi product online advertising