Aman Shakya

Data Scientist

Bengaluru, Karnataka, India5 yrs 3 mos experience

Most Likely To Switch

Key Highlights

Developed algorithms for major ad campaigns.
Achieved significant cost savings in drug launch events.
Awarded Ace Associate twice for timely product delivery.

Stackforce AI infers this person is a Data Scientist with expertise in MarTech and Healthcare analytics.

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Skills

Core Skills

Data ScienceBackend DevelopmentData AnalysisAlgorithm DevelopmentBusiness Technology SolutionsData EngineeringAutomationBusiness Analysis

Other Skills

AWSAWS SageMakerAirflowAlteryxAmazon Web Services (AWS)Analytical SkillsApache SparkC++CommunicationContinuous Integration and Continuous Delivery (CI/CD)Data StructuresDatabricksDockerGitlabHadoop

About

I'm a 2022 CSE B.Tech grad from IIIT Pune with 2.8 years of experience. Currently a Data Scientist at Comscore Inc., specialized in Python, SQL, Docker, Spark etc. for backend development. I have developed algorithms for analyzing ad campaigns for companies like Meta and Amazon. At ZS Associates, I developed decision-making tools for pharmaceuticals, receiving the Ace Associate award twice in 2023 Outside of work, I enjoy cooking and cricket, which foster my teamwork skills. Over the years, I've developed a keen interest in stock markets, demonstrating a commitment to continuous learning.

Experience

Comscore, inc.

2 roles

Data Scientist

Promoted

Sep 2024 – Present · 1 yr 6 mos · Pune, Maharashtra, India

PythonScalaHadoopAmazon Web Services (AWS)Apache SparkData Science+1

Data Analyst

Mar 2024 – Aug 2024 · 5 mos · Pune, Maharashtra, India

Developed algorithms for missing age/gender breaks from Meta Ad Campaigns (Facebook, Instagram, Threads) for Cross Campaign Ratings platform using Python, Spark, Scala, SQL, Pandas, AWS.

Data StructuresSQLPySparkPython (Programming Language)ScalaHadoop+3

Zs

2 roles

Business Technology Solutions Associate

Jul 2022 – Feb 2024 · 1 yr 7 mos

1. Automated end-to-end document data extraction Microservice using Docker, Python, AWS and achieved 90% reduction in processing time by enabling enterprise-level microservice application. Developed Download and extraction utility Python notebooks using AWS Sagemaker. The tool downloads the FDA and EMA files using web scrapping, stores it in S3, extracts 40+ essential data points by using NER models. Containerized the whole tool using Docker and used EC2 as Computing machine.
Collaborated with cross-functional teams for building product to assist client in clinical trials and optimized drug launch strategy.
2. Optimized the Compliance and Ethics Outlier Generation process logic and Refined the existing SQL code, saving $100-150 million in drug launch events. Updated code detected new outliers in Events data. Tech stack used - SQL, Alteryx
Received Ace Associate of the Month (Feb, June’23) for rapid implementation and timely product delivery.

AlteryxData StructuresAWS SageMakerSQLTableauPython (Programming Language)+10