Chris Smyth

Chris Smyth Email and Phone Number

Expert in Generative AI Engineering & NLP | Advancing Control & Explainability in LLMs @ freelance
belgium
Chris Smyth's Location
Chicago, Illinois, United States, United States
About Chris Smyth

Trailblazing AI Engineering Lead with over 15 years of software engineering expertise and a distinguished 6-year deep dive into NLP and Generative AI since 2021. My distinctive approach is characterized by an ability to thrive in data-constrained environments, crafting AI solutions that not only push the boundaries of innovation but also excel in explainability and control. Specializing in the strategic blend of Generative AI with Symbolic AI techniques, I have developed solutions that harness the novelty of Generative AI while ensuring they adhere to designed guardrails, effectively minimizing hallucinations and maximizing reliability. My methodology goes beyond simple LLM wrappers or the overutilization of Retrieval-Augmented Generation (RAG), employing these technologies judiciously only when they contribute directly to solving the problem at hand. This problem-first philosophy ensures that my designs, an ensemble of Generative AI, Data Science, and Symbolic AI, are not just technologically advanced but also meticulously tailored to provide clear, controlled, and valuable outcomes. As a freelancer passionate about tackling complex challenges, I leverage my broad expertise to create AI applications that drive significant transformation. Let's connect and shape the future with AI solutions that are as balanced and innovative as they are purposefully designed and implemented.

Chris Smyth's Current Company Details
freelance

Freelance

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Expert in Generative AI Engineering & NLP | Advancing Control & Explainability in LLMs
belgium
Website:
s11.be
Employees:
2349
Chris Smyth Work Experience Details
  • Freelance
    Nlp/Ai Engineering Lead
    Freelance Nov 2023 - Present
    As an AI Engineering Lead with a robust background in Data Science and a pioneering role in Generative AI and Natural Language Processing (NLP), I blend hands-on development expertise with strategic leadership. My work spans the full lifecycle of AI system development, from data analysis to model deployment, allowing me to address complex challenges and mentor teams in cutting-edge technologies. Currently, as a freelance AI Engineering and AI Education Consultant, I develop innovative AI-driven systems and educational content, leveraging technologies such as Retrieval-Augmented Generation (RAG) and AI for enhanced learning and content personalization.Key Expertise and Contributions:AI-Driven System Development: Designed and implemented a custom AI system for generating personalized textbook examples, laying the foundation for scalable content customization. Engaging in strategic discussions with educational publishers.Ancestor Life Story Generation Tool: Leading the development of a novel tool transforming audio transcripts into rich, structured narratives, utilizing Named Entity Recognition (NER) for depth and authenticity in personal and historical narratives.AI-Driven Course Creation: Utilized my AI-driven system to develop and launch "GitHub Copilot with Python: Creating Text Games" on Coursera, showcasing my ability to streamline course development and enhance learning experiences.
  • Onchain Studios
    Nlp/Ai Team Lead
    Onchain Studios May 2021 - Nov 2023
    Miami, Florida, United States
    - Lead a dedicated team to push the boundaries of AI, focusing on understanding the distinctions between data voice and design voice.- Orchestrate the design and execution of innovative generative AI systems, ensuring optimal functionality and performance.- Develop a dynamic system for AI self-monitoring, prompt creation, and complex behavior learning, contributing to enhanced system intelligence and adaptability.- Devise a state-of-the-art content filtering system to optimize conversation control and user interaction.- Demonstrate adept leadership by steering AI designs from inception to production, maintaining a focus on quality, efficiency, and goal attainment.
  • University Of Dayton Research Institute
    Data Scientist
    University Of Dayton Research Institute Mar 2019 - May 2021
    Dayton, Ohio Area
    - Implemented machine learning techniques to explore insights into natural language processing methods and applications.- Performed data manipulations and explorations including data analysis, intent recognition, and feature extraction.- Developed techniques to expand limited speech datasets through signal convolution and targeted frequency alterations.- Implemented models in Kaldi, Pocketsphinx to analyze performance over various datasets and provided recommendations.- Engineered speech transcription datasets for multiple languages from audiobooks.- Utilized models in IoT voice recognition applications.
  • Thinkful
    Data Science Apprentice
    Thinkful Apr 2018 - Nov 2018
    Dallas/Fort Worth Area
    - Engineered advanced features using various NLP techniques for applications like Sarcasm Detection and Author Distinguishing, utilizing models to identify and compare different textual data.- Developed and optimized predictive models to forecast Kickstarter campaign outcomes, employing multiple supervised learning techniques.- Contributed to diverse projects, performing data manipulation and exploration to derive insights into natural language processing methods and applications.
  • U.S. Bank
    Business Analyst
    U.S. Bank Nov 2017 - Apr 2018
    Collaborated with project management and technical departments to clarify company needs related to ATM Security issue resolution; researched and developed requirements around converting ATM Security issues to projects
  • U.S. Bank
    Data Analyst
    U.S. Bank Apr 2014 - Nov 2017
    Irving, Tx
    Compiled and analyzed information from various technology groups; summarized findings in presentations used in executive status, quarterly and internal audit meetings; streamlined process from 3 to 2 weeks by standardizing documentation and creating templates and custom tools for various groups and stakeholders to use in Sharepoint
  • U.S. Bank
    Development Lead
    U.S. Bank Feb 2011 - Jun 2015
    Irving, Texas, United States
    Optimized joint development efforts by partnering with Upper Management to create and fill a position to design and implement Software Development life cycle; efforts ushered in period of unprecedented levels of communication between Stakeholders, Development and project management
  • U.S. Bank
    Application Developer
    U.S. Bank Jan 2007 - Feb 2011
    Irving, Tx
    Utilizing SQL and C#, designed, developed and documented permission and role management framework for the Stored Value Utility Pay Card Platform; a critical step for increasing the customer base of the platform
  • Alcatel-Lucent Enterprise
    Software Engineer
    Alcatel-Lucent Enterprise Nov 1997 - Dec 2006
    Naperville, Il
    Lead engineer for several Voice Over IP features critical to the success of the Lucent Software Switch including Audit Controller for 3G UMTS Wireless Access Gateway (C++) Design, wrote documentation, and trained Engineers to use an audit creation platform that distributed audit development, eliminating audit development bottlenecks Designed tool that generated automated telephony tests written in Unix K-Shell, and Awk; decreased the turnaround time for complicated test creation from hours to minutes with little training needed

Chris Smyth Skills

Leadership Public Speaking Linux Data Science Data Engineering Topic Modeling C Predictive Modeling Data Analysis Predictive Analytics Business Analysis Data Analytics Agile Methodologies Text Mining Deep Learning Statistical Data Analysis Statistical Programming Natural Language Processing C (Programming Language Artificial Intelligence Microsoft Office Kaldi Data Modeling Docker Microsoft Excel Big Data Business Analytics Kubernetes .net Framework C++ Clingo Answer Set Programming Sql Python Management User Interface Design Project Management Software Development Life Cycle Research Statistical Reporting Software Development Machine Learning Unix Statistical Computing Analytics Statistical Modeling C# Statistical Software Statistics

Chris Smyth Education Details

Frequently Asked Questions about Chris Smyth

What company does Chris Smyth work for?

Chris Smyth works for Freelance

What is Chris Smyth's role at the current company?

Chris Smyth's current role is Expert in Generative AI Engineering & NLP | Advancing Control & Explainability in LLMs.

What schools did Chris Smyth attend?

Chris Smyth attended University Of Dayton, Devry University, Thinkful.

What skills is Chris Smyth known for?

Chris Smyth has skills like Leadership, Public Speaking, Linux, Data Science, Data Engineering, Topic Modeling, C, Predictive Modeling, Data Analysis, Predictive Analytics, Business Analysis, Data Analytics.

Who are Chris Smyth's colleagues?

Chris Smyth's colleagues are Malva Rangel, François Morvan, Shannon Sim, Ray P., Victor Cambera, Anuradha Bhandari, Anwaar Aldeqs.

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