Bobby Estes Email & Phone Number

Florida, United States

AI Technical LeadI am working on architecting, designing, and implementing top-of-the-line software solutions tailored to the businesses requirements. As a tech lead in IT tech-companies, I led teams in creating innovative AI- driven software across the healthcare, finance and automotive sectors, implementing AI systems to boost efficiency.- Working together with stakeholders to achieve their needs and requirements. - Developing and maintaining various architectural standards, best practices, and methodologies. - Evaluating and selecting appropriate technologies and platforms for the solutionSenior AI/ML EngineerDeveloping Folderr-AI Simplified that redefines how businesses interact with data by simplifying document management and information accessibility across the healthcare, marketing and finance. Folderr's customer-centric approach establishes it as a trusted and secure partner for businesses of all sizes looking to implement AI. Adept at swiftly managing and resolving bug tickets and other software issues to ensure seamless product performance.Solved challenges in developing ML systems with advanced tech and implemented MLOps/DevOps best practices. Especially, implemented advanced chunking strategy, FEA architecture in Graph RAG and Router system that can choose the system between semantic search, Graph RAG, Text-to speech and Elastic search. Developed multi-AI agents with Langchain, Llama-index such as developing Multimodal LLM, computer vision tasks, and Fine-tuning LLM using Tensorflow, python, and scikit-learn and Python backend framework.- Designed and implemented a modular Python package that orchestrates the ML steps into 3 fully automated batch pipelines: feature, training, and inference.- Implemented MLOps best practices such as Iac, CI/CD, monitoring, experiment tracking, and model registries, making the system reproducible, testable and trackable.- Deployed a scalable & cost-effective async batch architecture on top of GCP, AWS ECS.

Gliwice, Śląskie, Poland

Developing AI-driven projects such as Hotel booking AI-Agent that is capable of booking travel directly on supplier websites(hotel’s own website) and AI-driven HIPPA project with goal of helping clinicians, businesses detect and help identify healthcare compliance issues. Solve challenging stuff not only automating clinical data abstraction and real-world evidence but also improving patient safety and clinical decision support. Building AI-driven applications and system design architecture to ensure streaming and consistency between distributed components within the ML system. Designed and implemented a modular Python package that orchestrates the ML steps into 3 fully automated batch Pipelines. Led development of AI projects, from ideation to deployment, ensuring alignment with organizational goals and user needs.

Urbana, Illinois, United States

Participated in various projects for integrating AI chatbot across the healthcare, Finance as a backend-heavy AI engineer. Responsible for backend and serverless AWS integration in most of the projects. The proudest project in the team was Pubcell, a Saas product aiming to help create a developer tool for Python users familiar with Jupyter Notebook. sessions.  - Led the development of 5+ chatbot projects, which are now used by 10,000+ users daily. Achieved a user satisfaction rate of 90% based on feedback surveys. By leveraging the power of chatbots using Langchain,OpenAI, NLP, and Vector database, companies could save time and resources while delivering personalized and efficient customer interactions.  - Architected the Pubcell project and built the MVP in two weeks to prove the idea and enable the team to quickly dive into the development stage.  - Utilized AWS ECS to manage hundreds of containers to ensure scalability and efficient container management.  - Improved the lighthouse performance score from 21 to 91 in a project, by leveraging proficiency in Next.js and React.

Indianapolis, Indiana, United States

Started a career as a front-end developer and move to full stack position. Translated Figma designs into user-friendly, reusable React components with high productivity and responsibility by leveraging proficiency in HTML/CSS and React-styled components and designed and implemented RESTful APIs, optimizing communication and dataflow for enhanced application functionality.  - Converted 24 design mockups into high-quality, pixel-perfect code using React.js, Redux, Next.js, CSS, and SCSS.  - Assisted in product development and upgrading of current suite to boost customer's satisfaction by 17%.  - Participated in stand-ups 2 times a month, where the project manager would discuss about the projects.  - Successfully integrated third party APIs to enhance applications features and user interactions and implemented and maintained database for optimal performance, proficiency in both SQL and NoSQL databases.