22.04.2025 aktualisiert
100 % verfügbar
Software Engineer - ML/AI Infrastructure Developer
Gujarat, Gandhinagar, Indien Bachelor of Engineering - Information Technology
Skills
APIsKünstliche IntelligenzAmazon Web ServicesAmazon Elastic Compute CloudAmazon S3Computer VisionCloud ComputingDatenbankenContinuous IntegrationDevopsWeb EntwicklungAmazon DynamodbIdentitätsmanagementBildverarbeitungInfrastrukturPythonPostgresqlMysqlObjekterkennungNext.jsSoftwareentwicklungSoftware SystemsSQLIntegration (Software)Web ApplikationenDatenverarbeitungDatenspeichertechnologienReactJSApache SparkFastapiData LakePysparkHuggingFaceCloudwatchTerraformAdministration von DatenbankenDockerMicroservices
AWS Cloud Infrastructure
Extensive experience with AWS services including S3, Glue, Lambda, Athena, EventBridge, CloudWatch, IAM, EC2, and SageMaker for building scalable cloud solutions.
Data Processing and ML/AI
Proficiency in data processing systems using PySpark, Apache Spark, and Delta Lake. Expertise in ML/AI tools like Langchain, HuggingFace, OpenAI API, and YOLOv5.
Software Development
Advanced skills in Python, SQL, and various frameworks including Streamlit, FastAPI, and Docker for developing robust software solutions.
Database Management
Proficient in working with various databases including PostgreSQL, MySQL, DynamoDB, and S3 (Data Lake) for efficient data storage and retrieval.
DevOps and Monitoring
Experience with CI/CD pipelines, Terraform for infrastructure management, and monitoring tools like CloudWatch and Langfuse for observability.
Web Development
Capable of building web applications using React, Next.js, and integrating with backend services and APIs.
Computer Vision
Skilled in developing computer vision solutions using YOLOv5 and U-Net models for object detection and image segmentation tasks.
Extensive experience with AWS services including S3, Glue, Lambda, Athena, EventBridge, CloudWatch, IAM, EC2, and SageMaker for building scalable cloud solutions.
Data Processing and ML/AI
Proficiency in data processing systems using PySpark, Apache Spark, and Delta Lake. Expertise in ML/AI tools like Langchain, HuggingFace, OpenAI API, and YOLOv5.
Software Development
Advanced skills in Python, SQL, and various frameworks including Streamlit, FastAPI, and Docker for developing robust software solutions.
Database Management
Proficient in working with various databases including PostgreSQL, MySQL, DynamoDB, and S3 (Data Lake) for efficient data storage and retrieval.
DevOps and Monitoring
Experience with CI/CD pipelines, Terraform for infrastructure management, and monitoring tools like CloudWatch and Langfuse for observability.
Web Development
Capable of building web applications using React, Next.js, and integrating with backend services and APIs.
Computer Vision
Skilled in developing computer vision solutions using YOLOv5 and U-Net models for object detection and image segmentation tasks.
Sprachen
Englishverhandlungssicher
Projekthistorie
Architected RAG pipeline processing 50K+ documents, boosting extraction accuracy 42% while reducing processing time by 30%. Engineered high-performance PySpark + Delta Lake solution cutting query latency 35% on 200GB datasets. Applied Terraform IaC reducing AWS infrastructure deployment from 4 hours to 45 minutes.
Optimized weather data analysis pipeline, reducing API calls by 65% and saving $1,000 monthly in compute costs. Developed 100+ instruction prompts for LLM response calibration, improving context relevance by 40%.
Analyzed 10+ research papers to improve recommendation system accuracy by 18%. Created data visualizations processing 50,000+ daily data points, identifying patterns that decreased operational costs by 9%.