IUidotsquares User
@idotsquaresuser
Senior AI/ML Engineer with expertise in machine learning solutions.
United StatesWhat I'm looking for
I am a Senior AI/ML Engineer with over 10 years of experience in designing and deploying enterprise-grade machine learning solutions across various domains, including healthcare, finance, and consulting. My academic background includes a Master’s degree in Computer Science, which has equipped me with deep expertise in large language models (LLMs), Generative AI, NLP, and computer vision. I have successfully delivered scalable platforms using advanced technologies such as GPT-3.5, FLAN-T5, TensorFlow, and PyTorch.
Throughout my career, I have led the development of high-impact AI platforms, notably in the healthcare sector, where I automated federal healthcare policy analysis, significantly reducing manual review time and improving response accuracy. My passion for responsible AI drives me to implement model governance and translate complex data into actionable business outcomes. I thrive in collaborative environments, working cross-functionally with subject matter experts and compliance officers to ensure AI outputs meet regulatory standards.
Experience
Work history, roles, and key accomplishments
Senior AI/ML Engineer
Nomi Health
Feb 2020 - Apr 2025 (5 years 2 months)
Led the development of a high-impact, LLM-based Generative AI platform for federal healthcare policy analysis, reducing manual review time by 56% and improving retrieval accuracy by 30% through a RAG pipeline. Designed a multimodal document understanding framework and developed a neural network for COVID-19 diagnosis, alongside an AI-based clinical chatbot. Configured FastAPI microservices, establ
AI/ML Developer
Boston Consulting Group
Oct 2017 - Dec 2019 (2 years 2 months)
Designed and implemented secure AI-driven software solutions for financial institutions, focusing on fraud detection and credit risk modeling, processing millions of transactions daily. Led MLOps initiatives for deploying state-of-the-art LLMs for financial document classification and natural language generation, building a deep learning ecosystem with TensorFlow and Hugging Face Transformers. Con
Software Developer
Tango Analytics
Sep 2015 - Aug 2017 (1 year 11 months)
Participated in the creation of web and mobile applications, building scalable web apps for generative AI services using TensorFlow and PyTorch. Enhanced OpenCV image processing routines, improving model training and inference time by over 15%, and developed RESTful APIs to bridge front-end and back-end systems. Optimized real-time data pipelines with AWS and Apache Kafka, increasing data processi
Education
Degrees, certifications, and relevant coursework
DUDeVry University
Master of Science, Computer Science
Pursued advanced studies in Computer Science, focusing on complex algorithms, data structures, and software engineering principles. Gained expertise in specialized areas relevant to modern computing challenges.
DUDeVry University
Bachelor of Science, Computer Science
Completed foundational coursework in Computer Science, covering core programming concepts, discrete mathematics, and computer systems. Developed strong problem-solving skills and a solid understanding of software development lifecycle.
Tech stack
Software and tools used professionally
Availability
Location
United StatesAuthorized to work in
Skills
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