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.
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Ai EngineerAlmaBoucherville, Qc, Ca -
Ai/Ml EngineerAquassist Jan 2022 - PresentMontreal, Quebec, CanadaAbout 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. -
Technology LeaderMagnus Produits Chimiques Ltée - Magnus Chemicals Ltd Feb 2020 - PresentBoucherville, Quebec, CanadaAbout 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. -
Technology ManagerBuckman Feb 2012 - Oct 2018Campinas Area, Brazil- 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 -
Technology SpecialistBuckman Nov 2007 - Feb 2012Campinas Area, Brazil- 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 -
Equipment Department CoordinatorBuckman Jan 2010 - Dec 2011Campinas Area, Brazil- 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 -
Ge Automation Software EngineerAquarius Software Jan 2005 - Oct 2007São Paulo Area, Brazil- 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 Education Details
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Chemical Engineering -
Chemical Engineering
Frequently Asked Questions about Ivan Herrera
What company does Ivan Herrera work for?
Ivan Herrera works for Alma
What is Ivan Herrera's role at the current company?
Ivan Herrera's current role is AI Engineer.
What schools did Ivan Herrera attend?
Ivan Herrera attended Universidade De São Paulo, Universidad Simón Bolívar.
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Ivan Gutierrez Herrera
Electrical Engineer And Mba With More Than 9 Years Of Experience In The Energy And Mining Industry, With A High Emphasis On Project Management, Budgeting, Negotiation And AdministrationStratford, Pe -
Iván Herrera
Surrey, Bc -
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Ivan Herrera
Canada
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