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Kapil Bhargav Vyas
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Baytown, Texas, United States
Résumé
Jobs
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Full Stack AI EngineerSteer HealthApr 2022 - Current (4 years 6 months)• Built AI-powered healthcare applications using LLMs and RAG pipelines with LangChain, FAISS, and
Pinecone, serving 50K+ users and processing thousands of clinical queries daily for documentation, EHR
analysis, medical Q&A, and triage support.
• Designed agentic AI systems with multi-turn conversational workflows managing state, branching logic,
and fallback handling, enabling reliable clinical interactions and reducing manual triage workloads.
• Implemented scalable LLM inference infrastructure using Hugging Face Transformers and vLLM,
reducing response latency and supporting high-volume production inference.
• Developed vector search pipelines using FAISS, Pinecone, and Weaviate, improving retrieval acc- ASenior AI/ML EngineerAI Lab, Fujitsu Global IncApr 2020 - Mar 2022 (2 years)• Engineered Snowflake-based pipelines to transform and curate manufacturing data for defect detection
and quality control, reducing data preparation time by 40% and enabling downstream ML workflows.
• Collaborated with manufacturing and QA teams to define feature engineering strategies and evaluation
criteria based on defect characteristics and tolerance thresholds, improving model precision on critical
defect classes by 15%.
• Developed Transformer-based NLP models for defect report generation and integrated them with
computer vision pipelines, accelerating automated reporting by 3x.
• Generated synthetic defect images and multimodal training data using GANs and VAEs, enhancing
model coverage for ra - ML/Data EngineerAlteryxAug 2018 - Apr 2020 (1 year 9 months)• Built ETL/ELT pipelines using Snowflake, SQL, and modular transformation frameworks to integrate,
normalize, and structure healthcare data for ML and analytics.
• Designed analytical data models with staging, intermediate, and consumption layers to support scalable
reporting, analytics, and ML workloads.
• Developed automated ingestion frameworks for batch and incremental loads from S3-compatible
storage and SFTP/FTP, reducing onboarding time and improving reliability.
• Unified data from SQL databases, APIs, spreadsheets, and cloud storage, enabling consistent
downstream analytics and reporting.
• Validated, reconciled, and optimized datasets prior to ingestion into Databricks-based workflows, - DSenior Back End DeveloperDesert IT SolutionsApr 2014 - Jul 2018 (4 years 4 months)• Developed and maintained scalable RESTful APIs using Java, Spring Boot, Spring Security, and
Hibernate/JPA, improving application performance by 30% and strengthening service security.
• Designed and implemented microservices-based backend components with RabbitMQ and Kafka for
asynchronous communication, enhancing system modularity and reliability.
• Optimized MySQL queries and reduced data retrieval times by 25% through effective indexing and Redis
caching strategies.
• Integrated third-party services and APIs to expand platform functionality and improve interoperability.
• Automated build and deployment workflows using Jenkins and Maven, reducing deployment time and
improving release consistency. - Full Stack DeveloperSimformJun 2010 - Mar 2014 (3 years 10 months)• Developed dynamic, responsive user interfaces using JavaScript, jQuery, HTML5, CSS3, and Bootstrap,
ensuring cross-browser compatibility and mobile-friendly design.
• Designed and implemented scalable backend systems with Python and Node.js, improving application
performance and reliability.
• Collaborated across teams to deliver end-to-end web applications, integrating frontend and backend
components for robust full-stack solutions.
Education
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- Bachelor's Degree, Computer EngineeringUniversity of Texas at ArlingtonJan 2006 - Jan 2010 (4 years 1 month)