Eric Soderquist

Eric Soderquist Email and Phone Number

Data Scientist @ AGCO Corporation
Champaign, IL, US
Eric Soderquist's Location
Champaign, Illinois, United States, United States
About Eric Soderquist

Innovative Software Engineer, Data Scientist, and AI Specialist with expertise in large language models (LLMs), cloud-native infrastructure, and real-time AI solutions. Experienced in building scalable systems and leading projects that span diverse domains, including cloud automation, distributed web crawling, and multimodal AI platforms.At AGCO, optimized dealer network strategies by deploying Docker and Kubernetes for scalable web-crawling systems and developing an NLP microservice for address parsing, saving costs and resolving critical data pipeline blockers. As Founder of Speakease AI, launched a free voice translation platform supporting 50+ languages, empowering global users with real-time cross-linguistic communication through custom multimodal models.Contributed to advancements in AI alignment and model safety at Scale AI, improving Gemini Ultra's benchmarks and enhancing reliability during the GPT-4 transition. At the University of Illinois, drove innovation in brain-computer interfaces (BCI) with deep learning for multi-modal neuroimaging fusion.Passionate about bridging the gap between cutting-edge technology and human interaction, with a proven ability to deliver impactful, user-centric solutions across AI, machine learning, and cloud infrastructure.

Eric Soderquist's Current Company Details
AGCO Corporation

Agco Corporation

View
Data Scientist
Champaign, IL, US
Website:
agcocorp.com
Employees:
12832
Eric Soderquist Work Experience Details
  • Agco Corporation
    Data Scientist
    Agco Corporation
    Champaign, Il, Us
  • Speakease Ai
    Founder, Ceo
    Speakease Ai Jan 2023 - Present
    Champaign, Illinois, United States
    • Launched a free AI-powered voice translation platform supporting over 50 languages, facilitating real-time cross-linguistic communication for more than 1,000 users, with a focus on empowering immigrants, travelers, and ESL learners.• Designed and deployed custom multimodal language models, utilizing Reinforcement Learning from Human Feedback (RLHF) and divergence training to deliver adaptive, context-aware translations.• Engineered and maintained a cloud-native infrastructure leveraging Azure, TypeScript, React.js, Next.js, and PostgreSQL, ensuring high scalability, reliability, and availability. Secured cloud funding through a strategic Microsoft partnership to support platform growth and global reach.
  • Agco Corporation
    Software Engineer Intern, Cloud Automation & Infrastructure
    Agco Corporation Jan 2024 - Present
    Champaign, Illinois, United States
    • Designed an AWS Permissions Automation system, reducing an 8-hour manual task to a 1-second process, enhancing productivity and security compliance.• Built a scalable distributed web-crawling system with Docker and Kubernetes, reducing data acquisition time from months to 2.5 hours and ensuring continuous updates, optimizing dealer network strategies for U.S. and UK competitors.• Developed an NLP microservice on Amazon EC2 Linux to parse complex addresses, resolving a critical blocker, saving costs by avoiding third-party solutions, and improving data pipeline reliability.• Automated warranty ID comparisons with a GUI-based tool, reducing a two-week manual process to 90 seconds and eliminating errors.• Deployed and optimized ETL pipelines across AWS, ensuring scalable data transformation and visualization through S3 and VistaMap, with high availability and fault tolerance.
  • Scale Ai
    Data Scientist, Alignment
    Scale Ai Jan 2024 - Jun 2024
    San Francisco Bay Area
    • Optimized Gemini Ultra's performance, boosting MMLU benchmark accuracy from 78% to 90.04% and HumanEval benchmark accuracy from 37.6% to 74.4%, significantly enhancing its multilingual capabilities and proficiency in coding tasks.• Applied divergence-based RLHF to improve model alignment for coding and language applications, ensuring highly adaptive and contextually relevant responses in real-world scenarios.
  • Scale Ai
    Software Engineer, Alignment & Infrastructure
    Scale Ai Jan 2023 - Dec 2023
    San Francisco Bay Area
    • Designed and optimized large-scale data preprocessing pipelines, increasing data processing efficiency by 35% during the transition from GPT-3 to GPT-4, enabling smoother deployment and scaling.• Enhanced data validation and sanitization protocols, reducing hallucinations by 82% and improving model reliability and factual accuracy by 40%, ensuring higher-quality outputs in production.• Strengthened model safety and alignment, achieving an 82% reduction in disallowed content generation with GPT-4 compared to GPT-3.5, enhancing compliance and user trust.
  • University Of Illinois Urbana-Champaign
    Research Assistant, Machine Learning & Brain Computer Interfaces
    University Of Illinois Urbana-Champaign Jan 2022 - Dec 2022
    Champaign, Illinois, United States
    • Developed deep learning architectures for multi-modal neuroimaging fusion (MRI/EEG/fNIRS), enhancing neural decoding accuracy by 45% and improving responsiveness in real-time brain-computer interface (BCI) control systems. Designed parallelized preprocessing pipelines, reducing computational overhead by 60%, enabling faster data processing and analysis for high-dimensional neurophysiological datasets.
  • Atria Senior Living
    Waitstaff
    Atria Senior Living Mar 2017 - Apr 2018
    Deer Park, Illinois, United States
    Assisted Living & Memory Care

Eric Soderquist Education Details

Frequently Asked Questions about Eric Soderquist

What company does Eric Soderquist work for?

Eric Soderquist works for Agco Corporation

What is Eric Soderquist's role at the current company?

Eric Soderquist's current role is Data Scientist.

What schools did Eric Soderquist attend?

Eric Soderquist attended University Of Illinois At Urbana-Champaign.

Who are Eric Soderquist's colleagues?

Eric Soderquist's colleagues are Brandy Dick, Valter Freitas, Thắng Nguyễn Văn, Abraham Jarne Castro, Steen Pedersen, Jeff Krueger, Vinicius Bender.

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