Karanveer Singh

Machine Learning Engineer

Bengaluru, Karnataka, India5 yrs 10 mos experience

Key Highlights

Expert in predictive modeling and feature engineering.
Proven track record in optimizing data architectures.
Skilled in building real-time data pipelines.

Stackforce AI infers this person is a Machine Learning Engineer with expertise in SaaS and mobility domains.

Contact

karan.kornguy@gmail.com LinkedIn

Skills

Core Skills

Machine LearningPythonData ScienceSoftware Development

Other Skills

C++Data StructuresDynamic PricingJavaJavaScriptLinear RegressionLinuxMySQLPHPPandasScalaScikit-Learn

About

A results-driven machine learning engineer with experience across SaaS and mobility domains, specializing in predictive modeling, feature engineering, and real-time data pipelines. Proven track record in building churn prediction and lead scoring systems, optimizing data architectures, and accelerating compute-heavy workloads. Adept with Python, Pandas, Scikit-learn, Kafka, and Redis, with additional exposure to PyTorch and Amazon SageMaker. Strong background in algorithm design, pricing models, and productionizing ML solutions with measurable performance gains.

Experience

5 yrs 10 mos

Total Experience

1 yr 5 mos

Average Tenure

Current Experience

Freshworks

Senior Machine Learning Engineer

May 2021 – Dec 2023 · 2 yrs 7 mos · Bengaluru, Karnataka, India

Collaborated with a team of engineers to optimize and maintain the Lead Scoring product's infrastructure
Designed and implemented a Churn Prediction model to optimize business operations

PythonMachine LearningScikit-LearnPandas

Ola (ani technologies pvt ltd)

Research Engineer - Data Science

Jan 2016 – Dec 2016 · 11 mos · Bangalore

Engineered the increase in responsiveness and spatial smoothing of the pricing algorithm by developing and deploying dynamic pricing models. This included implementing a fallback system that used confidence intervals and linear regression to handle data limitations.

Dynamic PricingLinear RegressionData Science

Taxiforsure.com

Senior Software Engineer

Jun 2015 – Jan 2016 · 7 mos · Greater Bengaluru Area

Engineered and maintained core backend systems for a cab booking platform, including the automation of fraud detection.

Vmware

Quality Engineering developer

Aug 2013 – May 2015 · 1 yr 9 mos · Bangalore

Maintained a suite of automated unit tests for product interoperability and developed a Jenkins-integrated user interface to run and manage those tests, significantly speeding up the manual testing workflow