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Hi, I’m Ammara Shakoor, an AI Engineer at Rivon with over two years of experience building AI systems for healthcare, education, and business operations. I work across the full pipeline—from backend services and data processing to LLM integration, retrieval systems, and agent workflows. I’ve contributed to four production AI products and authored a research paper currently under peer review. I enjoy building robust architectures, reliable evaluation layers, and scalable pipelines that empower teams to solve real-world problems with responsible AI.…Hi, I’m Ammara Shakoor, an AI Engineer at Rivon with over two years of experience building AI systems for healthcare, education, and business operations. I work across the full pipeline—from backend services and data processing to LLM integration, retrieval systems, and agent workflows. I’ve contributed to four production AI products and authored a research paper currently under peer review. I enjoy building robust architectures, reliable evaluation layers, and scalable pipelines that empower teams to solve real-world problems with responsible AI.

Ammara Shakoor

AI Engineer, Data Scientist, Full Stack Developer, +2

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Hi, I’m Ammara Shakoor, an AI Engineer at Rivon with over two years of experience building AI systems for healthcare, education, and business operations. I work across the full pipeline—from backend services and data processing to LLM integration, retrieval systems, and agent workflows. I’ve contributed to four production AI products and authored a research paper currently under peer review. I enjoy building robust architectures, reliable evaluation layers, and scalable pipelines that empower teams to solve real-world problems with responsible AI.…Hi, I’m Ammara Shakoor, an AI Engineer at Rivon with over two years of experience building AI systems for healthcare, education, and business operations. I work across the full pipeline—from backend services and data processing to LLM integration, retrieval systems, and agent workflows. I’ve contributed to four production AI products and authored a research paper currently under peer review. I enjoy building robust architectures, reliable evaluation layers, and scalable pipelines that empower teams to solve real-world problems with responsible AI.

Available to hire

Hi, I’m Ammara Shakoor, an AI Engineer at Rivon with over two years of experience building AI systems for healthcare, education, and business operations. I work across the full pipeline—from backend services and data processing to LLM integration, retrieval systems, and agent workflows.

I’ve contributed to four production AI products and authored a research paper currently under peer review. I enjoy building robust architectures, reliable evaluation layers, and scalable pipelines that empower teams to solve real-world problems with responsible AI.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Intermediate

Language

English

Fluent

Work Experience

AI Engineer at Rivon

June 1, 2024 - Present

Developed backend services and RESTful APIs for healthcare and knowledge management platforms using FastAPI, SQLAlchemy, Pydantic, Alembic and PostgreSQL. Built document processing pipelines for ingestion, text chunking, embedding generation, and vector indexing for RAG systems. Implemented hybrid search infrastructure combining semantic similarity search (pgvector) with PostgreSQL full-text search for AI-powered knowledge retrieval. Developed multi-LLM orchestration pipelines using LangChain and Google ADK that analyze structured documents and execute automated AI workflows with human review checkpoints. Integrated asynchronous task processing (Celery, Redis) for background jobs including document analysis, transcript processing, and batch embedding generation. Implemented evaluation layers including LLM-as-judge mechanisms and confidence scoring to improve reliability and reduce hallucinations.

AI Engineer Intern at Rivon

September 1, 2023 - May 1, 2024

Developed backend services for a medical debt collection platform using FastAPI, SQLAlchemy and PostgreSQL, implementing data models and API endpoints. Built LLM integration modules using LangChain for automated document parsing and data extraction from unstructured medical records. Built a real estate chatbot enabling text and voice queries; processed NL into SQL via LangChain with FastAPI; integrated OpenAI Whisper for speech-to-text; delivered a Streamlit interface and modular backend for scalability.