Pranav Nayak

Data Engineer

Dallas, Texas, United States4 yrs 9 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in building scalable data infrastructures.
  • Proven track record in AI/ML integration.
  • Strong analytical and problem-solving abilities.
Stackforce AI infers this person is a Data Engineer specializing in AI and cloud-based data solutions.

Contact

Skills

Core Skills

Data EngineeringCloud ComputingApi DevelopmentAi ResearchMachine LearningNlpSoftware Development

Other Skills

AWSAmazon Web Services (AWS)Apache SparkApplied MathematicsArtificial Intelligence (AI)Big DataC++CommunicationComputer NetworkingData AnalysisData MigrationData ScienceData ScrapingData StructuresData Visualization

About

Detail-oriented data engineer with a Master's in Information Systems, passionate about building scalable data infrastructures that drive real business impact. With extensive experience in end-to-end pipeline development and AI integration, I excel at transforming complex data challenges into streamlined solutions that empower organizations to make data-driven decisions. At Amazon, I'm seeking opportunities to leverage my expertise in creating robust, high-performance systems that directly impact operational efficiency and unlock strategic insights. What I Bring: End-to-end pipeline expertise using Apache Spark, Kafka, PySpark, Snowflake, and cloud platforms (AWS, GCP) Real-time streaming solutions that handle massive data volumes with near-zero latency AI/ML integration, including multimodal frameworks, vector databases, and semantic search systems Cross-functional collaboration translating complex business requirements into scalable technical solutions My journey spans building unified datasets at Amazon, processing 800 M+ events daily, developing APIs for financial data integration, and creating scalable and automated data infrastructure. I excel at dimensional modeling, data warehousing, and SQL optimization with particular strength in complex data transformations. Recent Focus: Generative AI infrastructure, MLOps pipelines, and semantic search systems that bridge the gap between raw data and actionable intelligence. My technical expertise includes Python, SQL, PySpark, Apache Spark, Kafka, AWS (S3, EMR, Redshift, Glue), Snowflake, PostgreSQL, Elasticsearch, Docker, and Kubernetes. I have a strong foundation in data engineering, data warehouse, and cloud-based architectures, enabling me to tackle complex data challenges and deliver robust, scalable solutions. I thrive in fast-paced collaborative environments, consistently demonstrating strong analytical and problem-solving abilities, effective communication and translation of business requirements, and leadership skills. My goal is to leverage my expertise to contribute to cutting-edge data solutions that solve real-world problems and create measurable business value. I'm driven by continuous learning and adaptability, thriving on challenging projects that build scalable data pipelines and optimize cloud-based data architectures. My goal is to bring technical expertise and creative problem-solving to innovative teams. I'm eager to connect with professionals who value growth and innovation. If you're seeking a proactive engineer committed to evolving with technology, let's connect!

Experience

Amazon

Data Engineer

Jan 2025Present · 1 yr 2 mos · Bellevue, Washington, United States · On-site

  • Amazon Ship Tech Analytics
Apache SparkKafkaPySparkSnowflakeAWSData Engineering+1

The university of texas at dallas

Data Engineer

Apr 2023Jul 2024 · 1 yr 3 mos · Dallas, Texas, United States

  • Office of Academic Affairs And Provost

Intelliswift software, inc.

Associate - Data Engineer & Analytics

May 2021Apr 2022 · 11 mos · Remote · Remote

  • Associate in Data Management and Analytics division
  • Designed REST APIs for Conversion Factory- a cloud data migration and analytics tool for Banking and finance.
  • Automated the data loading, verification, and migration processes from different databases to a central database.
  • Collaborated with a team of 5 for codebase & data migration from Postgres to Snowflake in the Data Quality pipelines.
  • Developed APIs for Machine and Deep Learning Components using flask and FastAPI and integrated them with the backend, and deployed the components on the cloud server.
REST APIsData MigrationMachine LearningDeep LearningFlaskFastAPI+2

Scaai - symbiosis centre for applied ai

AI Research Assistant

Jul 2020Jun 2021 · 11 mos · Pune, Maharashtra, India · Hybrid

  • Researched Multimodal AI and its application in Healthcare under Dr. Rahee Walambe and Dr. Ketan Kotecha.
  • Created a multimodal deep learning framework for stress detection using modalities like posture, facial features, and ECG and employed neural networks and data fusion techniques to predict stress levels.
  • Achieved an accuracy of 96.09% on the SWELL-KW dataset for stress detection and classification.
  • Published the research titled ‘Employing Multimodal Machine Learning for Stress Detection’ in the Journal of Healthcare Engineering. doi.org/10.1155/2021/9356452
Multimodal AIDeep LearningNeural NetworksAI ResearchMachine Learning

Hb infotech

Software & Data Engineer

Dec 2019Jun 2021 · 1 yr 6 mos · Remote

  • Extracted user profiles from social media platforms like LinkedIn and Twitter and developed deep-learning models to draw insights and categorize users as per their interests.
  • Built a WordPress plugin to help writers by giving insights using NLP. Automated the data scraping of news articles and created NLP models using LDA2Vec for topic prediction and suggesting similar articles and seq2seq for text summary
NLPDeep LearningData ScrapingData Engineering

Education

The University of Texas at Dallas

Master of Science - MS — Information Technology and Management

Jan 2023Dec 2024

CodePath

Techincal Interview Prep [Intermediate]

Sep 2024Dec 2024

SIT- Symbiosis Institute of Technology

BTech - Bachelor of Technology — Information Technology

Jun 2017May 2021

SYMBIOSIS INTERNATIONAL UNIVERSITY

Bachelor of Technology - BTech — Information Technology

Children's Academy Group of Schools

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