Saiprashanth Vana
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Saiprashanth Vana Email & Phone Number

Data Engineer | M.S. in Computer Engineering Candidate at George Mason University | Building robust data solutions & passionate about leveraging technology to drive insights. at Sodexo Benefits and Rewards Services
Location: Fairfax, Virginia, United States 6 work roles 2 schools
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Current company
Sodexo Benefits and Rewards Services
Role
Data Engineer | M.S. in Computer Engineering Candidate at George Mason University | Building robust data solutions & passionate about leveraging technology to drive insights.
Location
Fairfax, Virginia, United States
Company size
3203 employees

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Saiprashanth Vana is listed as Data Engineer | M.S. in Computer Engineering Candidate at George Mason University | Building robust data solutions & passionate about leveraging technology to drive insights. at Sodexo Benefits and Rewards Services, a with 3203 employees, based in Fairfax, Virginia, United States. AeroLeads shows a matched LinkedIn profile for Saiprashanth Vana.

Saiprashanth Vana previously worked as Student Worker at Sodexo Benefits And Rewards Services and Data Engineer at Ontrac. Saiprashanth Vana holds Master'S Degree, Computer Engineering from George Mason University.

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Sodexo Benefits and Rewards Services

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About Saiprashanth Vana

As a Data Engineer with a strong foundation in machine learning, AI, and cloud technologies, I am passionate about leveraging data-driven solutions to optimize business processes and drive innovation. With hands-on experience in Python, SQL, and Google Cloud Platform (GCP), I excel at designing and deploying robust data pipelines, automating workflows, and enhancing performance across multi-user, high-availability environments.Currently, I’m focused on integrating cutting-edge technologies such as natural language processing (NLP) and generative AI into real-world applications. One recent project involved leading the development of an ML-powered tool that automates SQL query explanations, drastically improving cross-team collaboration and reducing query interpretation time by 40%.In addition to my technical expertise, I have a track record of delivering measurable improvements across diverse industries, including logistics, finance, and technology. From optimizing database performance to streamlining cloud infrastructure, I am dedicated to bringing efficiency, clarity, and innovation to every project I work on.

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Sodexo Benefits and Rewards Services
Sodexo Benefits And Rewards Services
Data Engineer | M.S. in Computer Engineering Candidate at George Mason University | Building robust data solutions & passionate about leveraging technology to drive insights.
moulineaux, normandy, france
Website
sodexobenefits.com
Employees
3203
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6 roles

Saiprashanth Vana work experience

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Data Engineer

Ontrac

United States

Developed and deployed a machine learning-powered solution to automate the generation of natural language explanations for complex SQL queries.Technical Implementation:Natural Language Processing (NLP): Leveraged Vertex AI's text embedding models to generate dense vector representations capturing semantic meaning from SQL queries and database schema metadata.Generative AI: Employed Gemini's large language model in conjunction with advanced prompt engineering to produce accurate and… Show more Developed and deployed a machine learning-powered solution to automate the generation of natural language explanations for complex SQL queries.Technical Implementation:Natural Language Processing (NLP): Leveraged Vertex AI's text embedding models to generate dense vector representations capturing semantic meaning from SQL queries and database schema metadata.Generative AI: Employed Gemini's large language model in conjunction with advanced prompt engineering to produce accurate and contextually relevant query explanations in plain English.Data Integration: Seamlessly integrated with BigQuery to efficiently retrieve and process relevant schema information and data.Pipeline Development: Built a robust, scalable data pipeline incorporating text preprocessing, embedding generation, model inference, and result presentation.Performance Optimization: Utilized caching and parallel processing techniques to ensure fast and responsive query explanations.Impact:Increased Efficiency: Significantly reduced the time and effort required for manual query interpretation.Improved Collaboration: Enabled seamless knowledge sharing and collaboration between technical and non-technical teams.Enhanced Understanding: Empowered users to gain deeper insights into the underlying logic and data retrieved by SQL queries.Skills Applied: Python, SQL, Google Cloud Platform (GCP), Vertex AI, BigQuery, Text Embeddings, Large Language Models (LLMs), Generative AI, Prompt Engineering, Data Pipelines, Data Preprocessing, Performance Optimization. Show less

Jul 2024 - Sep 2024

Engineer

Tech Mahindra

Hyderabad, Telangana, India

Oct 2021 - May 2023

Senior Officer

Icici Bank

Hyderabad, Telangana, India

Jun 2021 - Sep 2021
Team & coworkers

Colleagues at Sodexo Benefits and Rewards Services

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CA Claudia Arellano Valencia Claudia Arellano Valencia Colleague at Sodexo Benefits And Rewards ServicesArica, Arica And Parinacota Region, Chile View → AC Antonio Carlos O. Silva Antonio Carlos O. Silva Colleague at Sodexo Benefits And Rewards ServicesBarueri, São Paulo, Brazil View → JH Jonas Hesol Jonas Hesol Colleague at Sodexo Benefits And Rewards ServicesGreater Paris Metropolitan Region, France View → CS Carlos Sepulveda Carlos Sepulveda Colleague at Sodexo Benefits And Rewards ServicesChile View → GS Genaro Salinas Barrera Genaro Salinas Barrera Colleague at Sodexo Benefits And Rewards ServicesMonterrey, Nuevo León, Mexico View → AQ Alcira Quintero Alcira Quintero Colleague at Sodexo Benefits And Rewards ServicesContact Info, United States View → AH Alexandra Hurtado García Alexandra Hurtado García Colleague at Sodexo Benefits And Rewards ServicesCoslada, Community Of Madrid, Spain View → CH Cassandra Howard Cassandra Howard Colleague at Sodexo Benefits And Rewards ServicesNew Orleans, Louisiana, United States View → RB Romeu Borges Romeu Borges Colleague at Sodexo Benefits And Rewards ServicesJemeppe, Walloon Region, Belgium View → SB Silvandira Borges Silvandira Borges Colleague at Sodexo Benefits And Rewards ServicesDiadema, São Paulo, Brazil View →
2 education records

Saiprashanth Vana education

Bachelor Of Technology - Btech, Electronics And Communication Engineering

Gitam University, Hyderabad

Activities and Societies: National Service Scheme (NSS), Hyderabad – Actively participated as a member in various community service.

FAQ

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What company does Saiprashanth Vana work for?

Saiprashanth Vana works for Sodexo Benefits and Rewards Services.

What is Saiprashanth Vana's role at Sodexo Benefits and Rewards Services?

Saiprashanth Vana is listed as Data Engineer | M.S. in Computer Engineering Candidate at George Mason University | Building robust data solutions & passionate about leveraging technology to drive insights. at Sodexo Benefits and Rewards Services.

Where is Saiprashanth Vana based?

Saiprashanth Vana is based in Fairfax, Virginia, United States while working with Sodexo Benefits and Rewards Services.

What companies has Saiprashanth Vana worked for?

Saiprashanth Vana has worked for Sodexo Benefits And Rewards Services, Ontrac, Tech Mahindra, Icici Bank, and Deepgrid Datacentre Pvt Ltd.

Who are Saiprashanth Vana's colleagues at Sodexo Benefits and Rewards Services?

Saiprashanth Vana's colleagues at Sodexo Benefits and Rewards Services include Claudia Arellano Valencia, Antonio Carlos O. Silva, Jonas Hesol, Carlos Sepulveda, and Genaro Salinas Barrera.

How can I contact Saiprashanth Vana?

You can use AeroLeads to view verified contact signals for Saiprashanth Vana at Sodexo Benefits and Rewards Services, including work email, phone, and LinkedIn data when available.

What schools did Saiprashanth Vana attend?

Saiprashanth Vana holds Master'S Degree, Computer Engineering from George Mason University.

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