Krishna Kalki

Data Engineer

Bengaluru, Karnataka, India3 yrs 6 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in Data Engineering and Machine Learning.
Proven track record in statistical modeling and analytics.
Strong background in Python and data science methodologies.

Stackforce AI infers this person is a Data Science and Engineering specialist in the SaaS industry.

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Skills

Core Skills

Data EngineeringMachine LearningData Science

Other Skills

AnalyticsApache SparkArtificial Intelligence (AI)Attention to DetailAudio EditingAudio EngineeringAudio EquipmentAudio Post ProductionAudio RecordingAzure SQLBadmintonBasketballBhangraBusiness AnalyticsBusiness Insights

Experience

3 yrs 6 mos

Total Experience

1 yr 2 mos

Average Tenure

Current Experience

Swym

2 roles

Data Engineer

Promoted

Jun 2022 – Oct 2024 · 2 yrs 4 mos

Managed data and instrumentation of product recommendations data for online stores.
Wrote and oversaw scripts and jobs for e-commerce data pipelines using Databricks and Azure.
Produced periodic data reports to clients.
Used LLMs to perform product classification and create an email transcript summarization interface.
Taught basic Gen AI frameworks to employees within the company.

Statistical ModelingProblem SolvingSQLContinuous Integration and Continuous Delivery (CI/CD)Business InsightsMicrosoft Azure+31

Machine Learning Consultant

Jan 2022 – May 2022 · 4 mos

Analysed the Out-of-Stock problem for e-commerce stores.
Published initial results on an experiment to identify shopper characteristics.

Statistical ModelingProblem SolvingSQLData AnalyticsDeep LearningPySpark+14

Telaverge communications

Software Engineer Consultant Intern

Jan 2021 – Jul 2021 · 6 mos · Bengaluru, Karnataka, India

Performed log template extraction for a group of 5 million+ log error lines using a hierarchical clustering method given in a research paper.
Built new framework to do the same using Python.

Statistical ModelingProblem SolvingData AnalyticsData ScienceMachine Learning AlgorithmsProgramming+9

Illinois geometry lab

Undergraduate Student Researcher in Interactive Visualizations in Mathematica

Sep 2019 – Dec 2019 · 3 mos · Champaign, Illinois, United States

Created interactive Mathematica-based visualizations in game theory, probability, and
related areas for use in instruction and outreach activities.
Made these visualizations available on the Wolfram Demonstrations website.

Statistical ModelingData ScienceStatisticsPattern RecognitionComputer Science

Scienaptic systems

Data Science Intern

Jun 2019 – Aug 2019 · 2 mos · Greater Bengaluru Area

Performed feature engineering for credit-risk models using TCAV (Testing with Concept Activation Vectors) to determine optimal features for explainability.
Gained industry-standard experience with TensorFlow.

Statistical ModelingProblem SolvingData AnalyticsDeep LearningData ScienceMachine Learning Algorithms+10

Wolfram

Quality Analysis Intern

Jun 2018 – Aug 2018 · 2 mos · Urbana-Champaign, Illinois Area

Rewrote 500 function descriptions into self-contained usage messages.
Coordinated quality analysis operations with other interns to ensure readability of messages.
Gained industry-standard experience with Mathematica.

Problem SolvingData AnalyticsData SciencePattern RecognitionComputer Science