Ivan Herrera

Ivan Herrera Email and Phone Number

AI/ML Engineer | MLOps & LLMOps @ Aquassist
Ivan Herrera's Location
Boucherville, Quebec, Canada, Canada
Ivan Herrera's Contact Details

Ivan Herrera personal email

About Ivan Herrera

With a strong background in data science, data engineering, and artificial intelligence, I have built a career focused on leveraging data and technology to drive innovation and efficiency. My journey began during my master’s studies in engineering, where I refined my programming skills to tackle engineering problems through modelling and simulation, culminating in a dissertation on developing reasoning agents before machine learning became mainstream.My professional path led me into industrial automation, where I mastered state-of-the-art process control and data communication protocols, enriching my data engineering expertise. Transitioning into industrial water treatment, I applied first principles and statistical analysis to optimize processes and support technical sales, solidifying my skills in data-driven decision-making.As my passion for data science grew, I transitioned to focus on machine learning, obtaining certifications that solidified my skills. My roles at Magnus Chemicals and Aquassist have allowed me to apply these skills in real-world scenarios, from developing machine learning models and managing large datasets in AWS to integrating AI solutions into production environments.Now, as the Lead ML/AI Engineer at Aquassist, a software startup company, I lead the development of sophisticated agentic Retrieval-Augmented Generation (RAG) systems for question-answering on proprietary data, leveraging open-source Large Language Models (LLM). My expertise in LLMOps ensures the development of production-grade AI infrastructure, integrating advanced frameworks and tools.In every role, I leverage my deep knowledge of data analysis, and machine learning to drive technological advancements, ensuring both, environmental and economic benefits for our clients. My career is a testament to my commitment to innovation and continuous learning in the ever-evolving fields of data science and artificial intelligence.

Ivan Herrera's Current Company Details
Aquassist

Aquassist

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AI/ML Engineer | MLOps & LLMOps
Ivan Herrera Work Experience Details
  • Aquassist
    Ai/Ml Engineer
    Aquassist Jan 2022 - Present
    About Aquassist:Aquassist is a software startup developing management tools, water quality analysis devices, and IoT sensors for water treatment applications. Our mission is to provide advanced software solutions for efficient water treatment management.Role and Responsibilities: • Device Algorithm Development: Develop water quality analysis algorithms, ensuring production-readiness and integration with Aquassist devices. • Data Management: Manage and process R&D data using AWS infrastructure for scalable data processing and visualization. • Infrastructure as Code: Develop and maintain sensor AWS infrastructure using CDK. • Data Science and ML: Perform data analysis and develop ML models with pandas, numpy, matplotlib, scikit-learn, XGBoost, and ONNX for mobile predictive inference. • MLOps and LLMOps: Implement MLOps and LLMOps best practices for model development, deployment, and monitoring. Develop CDK code for AWS CloudFormation to support RAG applications. • Generative AI Solutions: Prototype and develop generative AI solutions, proficient in Prompt Engineering, RAG, Fine-Tuning, and Agents. • Frameworks and Tools: Use LangChain, LlamaIndex, and Hugging Face endpoints. Equip applications with monitoring tools like WandB and LangSmith. • Mobile App Integration: Transfer Python algorithms to our mobile app using JavaScript, React-Native, and Sagas. Collaborate with mobile developers using Git, Bitbucket, and Jira. • Software Collaboration: Participate in agile processes, including sprint planning and daily stand-ups. Use Jira to track tasks and ensure timely delivery. • Client Interaction: Engage with clients to gather feedback and improve software products. • AI Architecture: Design AI backend architecture using AWS services like AppSync, Amazon Cognito, AWS Step Functions, and AWS Lambda.At Aquassist, I thrive in a dynamic software development environment, contributing to innovative AI solutions that advance water treatment management.
  • Magnus Produits Chimiques Ltée - Magnus Chemicals Ltd
    Technology Leader
    Magnus Produits Chimiques Ltée - Magnus Chemicals Ltd Feb 2020 - Present
    Boucherville, Qc, Ca
    About Magnus Chemicals:Magnus specializes in developing, manufacturing, and supporting innovative, environmentally responsible water treatment solutions. Our cutting-edge products optimize system performance and productivity while reducing environmental impact and health and safety risks for industrial, commercial, and institutional customers.Role and Responsibilities: • Tool Development: Lead the development of technical tools to prospect new customers and track water treatment application efficiency. • E4 Environmental Savings Tool: - Developed the E4 tool to track environmental savings from water treatment applications. - Created both the app frontend for customer data submission and the backend calculation engine to digest data and calculate water, energy savings, and avoided CO2eq emissions from Boilers and Cooling Tower processes. - Developed the backend for Magnus’s external website to display a consolidated counter of environmental savings reported to the E4 app. • Prospecting Tool for Boiler Water Treatment: - Developed a prospecting tool to estimate potential savings from Boiler Water Treatment applications. - Implemented mass and energy balance calculations based on prospect steam plant operational data and water quality. - Generated reports from the tool to present potential savings to prospects. • Support for Equipment Team: - Provided support to the Magnus Equipment Team with expertise in water treatment and automation and control. - Enhanced control offerings for water treatment programs through technical support and improvements.At Magnus Chemicals, I leveraged my technical expertise to drive innovation and efficiency in water treatment applications, contributing to the company’s success and sustainability goals.
  • Buckman
    Technology Manager
    Buckman Feb 2012 - Oct 2018
    Memphis, Tennessee, Us
    - Specialty Chemical Business Manager – Pulp and Paper/ Water Treatment Southern Cone Sales Division - Paper Technology Water Treatment Global Team Leader - Global Strategic Planning Workgroup Member for Water Treatment Market - Technology Project Leader
  • Buckman
    Technology Specialist
    Buckman Nov 2007 - Feb 2012
    Memphis, Tennessee, Us
    - Train and coach sales force on products, sales strategies, chemistry, technical and/or people issues and problems - Provide technical consulting to customers and field sales force using benchmark industry data - Lean Six Sigma and Minitab qualified instructor
  • Buckman
    Equipment Department Coordinator
    Buckman Jan 2010 - Dec 2011
    Memphis, Tennessee, Us
    - General oversight of workflow to ensure timely completion of project engineering requirements - Inventory control of Equipment department physical assets - Administrative duties including timekeeping, purchasing, meeting coordination and upkeep of the project schedule
  • Aquarius Software
    Ge Automation Software Engineer
    Aquarius Software Jan 2005 - Oct 2007
    São Paulo, São Paulo, Br
    - Expertise on industrial software projects from conceptual design up to implementation. - Certified Technical Support and Trainer for Automation, Business Process Management and Manufacturing GE Software Solutions

Ivan Herrera Skills

Water Treatment Process Engineering Chemical Engineering Continuous Improvement Product Development Paper Industry Chemistry Process Control Engineering Polymers Cross Functional Team Leadership Six Sigma Additives Project Management Business Strategy Technical Support Lean Six Sigma Change Management Process Optimization Process Improvement Statistical Tools

Ivan Herrera Education Details

  • Usp - Universidade De São Paulo
    Usp - Universidade De São Paulo
    Chemical Engineering
  • Universidad Simón Bolívar
    Universidad Simón Bolívar
    Chemical Engineering

Frequently Asked Questions about Ivan Herrera

What company does Ivan Herrera work for?

Ivan Herrera works for Aquassist

What is Ivan Herrera's role at the current company?

Ivan Herrera's current role is AI/ML Engineer | MLOps & LLMOps.

What is Ivan Herrera's email address?

Ivan Herrera's email address is iv****@****ail.com

What schools did Ivan Herrera attend?

Ivan Herrera attended Usp - Universidade De São Paulo, Universidad Simón Bolívar.

What are some of Ivan Herrera's interests?

Ivan Herrera has interest in Science And Technology, Education, Environment.

What skills is Ivan Herrera known for?

Ivan Herrera has skills like Water Treatment, Process Engineering, Chemical Engineering, Continuous Improvement, Product Development, Paper Industry, Chemistry, Process Control, Engineering, Polymers, Cross Functional Team Leadership, Six Sigma.

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