A
A Saqib Rehman
About
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Orlando, Florida, United States
Résumé
Jobs
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- CSenior Full-Stack DeveloperC-VettedJan 2024 - Current (2 years 8 months)Architected and deployed AI Native web applications on GCP, leveraging Python-based microservices and React.js frontends. Engineered LLM orchestration workflows using LangChain to automate complex data vetting processes. Developed RAG (Retrieval-Augmented Generation) pipelines for internal document analysis, integrating Google Cloud Storage and BigQuery for scalable data ingestion. Implemented Vertex AI for model serving and experimentation, ensuring high-quality inference through rigorous telemetry and logging.
Full-Stack EngineerPing IdentityJan 2022 - Jan 2024 (2 years 1 month)Developed enterprise-grade web services and React-based dashboards for identity management. Collaborated with cross-functional teams to integrate NLP models into authentication workflows, improving security through pattern detection. Managed full application lifecycle on cloud infrastructure, implementing CI/CD pipelines and containerization using Docker to streamline deployments. Participated in Agile Scrum ceremonies, documenting technical designs for complex microservices and API integrations.- Full-Stack DeveloperPax8Jan 2020 - Jan 2022 (2 years 1 month)Built and scaled cloud marketplace features using Python, React, and FastAPI. Integrated machine learning models for predictive analytics, utilizing Google Cloud services for data pipelines and batch processing. Optimized application performance by migrating legacy components to modular architectures. Enhanced observability across the stack by implementing structured logging and monitoring for AI-driven features in production environments.
- NSoftware Engineer, AI SystemsNorthbeam AnalyticsJan 2018 - Jan 2019 (1 year 1 month)Engineered data pipelines for batch scoring and experimentation. Developed internal web tools to visualize AI output metrics, enabling product teams to iterate on model performance and prompt effectiveness in an Agile environment.
- SMachine Learning EngineerSignal Arc LabsJan 2016 - Jan 2018 (2 years 1 month)Focused on NLP for search and ranking, implementing semantic search capabilities using early vector indexing techniques. Developed ML models with PyTorch and Scikit-learn, focusing on reducing latency and improving data quality for production-grade document understanding tools.
Education
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- UMaster of ScienceUniversity of Colorado, Colorado SpringsJan 2018 - Jan 2020 (2 years 1 month)
- UBachelor of ScienceUniversity of Colorado, Colorado SpringsJan 2014 - Jan 2018 (4 years 1 month)
Projects (professional or personal)
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- CChain-of-thought orchestration frameworkEngineered a chain-of-thought orchestration framework with LangGraph for complex multi-step reasoning tasks in expert systems.
- AAutomated data connectorBuilt an automated data connector for structured/unstructured ingestion into Pinecone for semantic search applications.
- HHuman-in-the-loop fine-tuning workflowsImplemented human-in-the-loop fine-tuning workflows on GCP to align LLM outputs with specific enterprise compliance requirements.
- RRAG-based search engineDeveloped a RAG-based search engine using LangChain, Vector databases (FAISS), and GCP Vertex AI to reduce manual search time by 40%.
- PProduction-grade inference APIShipped a production-grade inference API using FastAPI and React.js, featuring real-time drift monitoring and prompt evaluation hooks.