Attah Shahid

Experience

1. ML & Data Systems Engineer

   Developed and maintained production ML models for entity extraction, text classification, and deduplication across large-scale multi-domain datasets. Automated ETL pipelines integrating AWS, GCP, and Elasticsearch, and led a small team of engineers.

   Machine LearningETLAWSGCPElasticsearchPythonData EngineeringTeam Leadership

2. Sr. AI/ML Engineer, LLMs & GenAI

   Built production-grade RAG pipelines integrating Gemini, Claude, and OpenAI with Pinecone vector search. Fine-tuned LLM-based chatbots and deployed multi-agent AI systems with FastAPI, Google Cloud Run, and GitHub Actions.

   RAGLLMfastAPIPineconeCrew AIGoogle Cloud RunGitHub ActionsLang ChainLangsmithWebSocketsNLUIntent ClassificationEntity ExtractionResume ParsingDocument QAMultimodal Analysis

3. Machine Learning Engineer

   Built NLP models in Python for phishing-content prediction using TF-IDF and Random Forest. Implemented FastAPI, Docker, Pydantic, and PostgreSQL interfaces around ML models, and contributed to automated training/testing pipelines.

   PythonNLPTF IDFRandom ForestfastAPIDockerPydanticPostgreSQLFeature EngineeringModel EvaluationYOLO V5Computer Vision

4. Computer Vision Engineer

   Developed Siamese-network, CLIP Transformer, and Vision Transformer approaches for visual re-identification. Implemented OpenCV and image-processing techniques for sports performance analysis and built a real-time sports analytics system.

   Computer VisionSiamese NetworksCLIPVision TransformerOpenCVYOLOInceptionV2Object DetectionPose EstimationSports Analytics