Benjamin Butmir

Experience

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  The Source

  Oct 2012 - Feb 2015

  Sales Associate
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  Natural Resources Canada

  May 2015 - Mar 2018

  Fuels Analyst Technologist

  • Worked in an ISO9001 environment and followed • ATSM methods.• Fully trained and routinely worked on: Ion Chromatography, Chromeleon 7.2 CDS software, AQF-100 Automated, GA-100, LECO CHN1000, LECO CHN628, and DMA80 mercury analyzer, LECO-SC 632, TGA 701, TGA 601, Parr 6400 Calorimeter.• Method Development on LECO’s TGA 601 and TGA 701 instrumentation.• Creation of new government documents for continued use during ongoing studies.• Analyzed, organized, and inputted final results into a Laboratory Information Management System (LIMS).• Followed protocols associated with information handling for project confidentiality.• Filled in timesheets based on time spend on each project using SAP / CATS.• Worked with team in organizing and prioritizing projects to meet deadlines.• Organized paperwork so all information is accessible when needed for quality management and assurance.• Fit tested for proper personal protective equipment (PPE).• All health and safety training current with GHS training and hazard assessment standards. Show less

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  Rexall Pharmacy Group Ltd.

  Jun 2016 - Aug 2017

  Pharmacy Assistant

  • Handled customer private information related to their healthcare and necessary medical records along with insurance updates/changes as requested.• Prepared prescriptions for patients and disposed of old medication.• Followed privacy protocol for retention or disposal of sensitive documents.

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  Abbott

  Jun 2019 - Apr 2020

  Intermediate R&D Scientist

  • Created procedures for lab operators to conduct experiments and analyzed the results to generate reports used in FDA 510(k) submissions for in vitro medical devices.• Authored and validated SAS JMP scripts, automating data analysis and reducing processing time by 99%.• Analyzed Big Data, organized experiments, interpreted results, and used Data Visualization to draw conclusions using software such as SAS JMP 14, Minitab 18, R, Power BI, and Excel Analyse-It.• Worked with Design Control elements which include: Planning, Input Requirements, Outputs, Design Reviews, Verifications, Validations, Change Control and Design History Files. • Created and followed Standard Operating Procedures (SOPs). Show less

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  Micro Focus

  Apr 2020 - Aug 2021

  Software Quality Assurance Engineer

  - Led quality assurance efforts for an AI/ML insider security threat detection system.- Designed and developed automated testing and installation tools using Python (Selenium) and Bash, increasing testing efficiency and installation speed by 90%.- Managed development platforms like JIRA, Jenkins, and GitHub to streamline workflows.- Collaborated with cross-functional teams, enhancing system performance using technologies like Apache Spark, Kafka, and Kubernetes.

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  Public Health Agency of Canada | Agence de la santé publique du Canada

  Aug 2021 - now

  - Led a team of developers in designing, implementing, and managing data systems and applications for public health surveillance using Django (Python), React, and PostgreSQL, improving data processing efficiency by 90%.- Built, deployed, and managed an AI-driven 'ask-the-docs' PrivateGPT platform with secure document uploads and interactive chat features. Utilized Natural Language Processing (NLP), Large Language Models (LLMs), and Generative AI tools like Llama-cpp and Hugging Face embeddings, boosting data retrieval speed by 80%.- Administered Linux Virtual Private Server (VPS) instances, ensuring 99.9% system uptime through effective coordination of services, upgrades, and configurations.- Conducted PostgreSQL database administration, optimizing data models, indexes, and schemas to continuously enhance query performance.- Collaborated with internal and external stakeholders to define data requirements, data acquisition strategies, and data governance, ensuring compliance and alignment with organizational goals.- Mentored junior engineers, fostering professional growth and promoting best practices in software development and data engineering. Show less - Acted as Lead Developer on multiple projects, mentoring team members in technologies like Django, React, PostgreSQL, Docker, and Kubernetes.- Designed and implemented an internal LLM application, enabling colleagues to interact with documents using AI tools such as LangChain and Vertex AI.- Developed a full-stack web application framework, reducing development time by 90% on subsequent projects.- Migrated tools to Google Cloud Platform (GCP), leveraging services like Cloud Run and GKE, reducing infrastructure costs by 20%.- Facilitated project planning through GitHub Projects, increasing team productivity by 30%.- Conducted UI/UX design evaluations using Figma, optimizing application capabilities.- Mentored junior engineers, fostering professional growth and promoting best practices in software development and data engineering.- Implemented Agile/Scrum methodologies, streamlining workflows and improving project delivery timelines by 30%.- Managed project planning and task tracking using GitHub Projects, leading to a 30% increase in team productivity.- Developed and maintained CI/CD workflows with GitHub Actions and Azure Pipelines, reducing release times by 50%.- Conducted UI/UX design evaluations using Figma, enhancing user experience through iterative feedback incorporation. Show less

  • A/Senior Data Engineer

    Feb 2024 - now

  • Full-Stack Developer | Lead Developer

    Aug 2021 - Feb 2024
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  Peple

  Dec 2023 - Nov 2024

  Chief Technology Officer | Unpaid & Part-time

  - Driving the technical strategy to align product development with business goals, ensuring scalability and adaptability.- Delivering a successful MVP within 6 months, leveraging frameworks like React, Next.js, TailwindCSS, and Framer Motion.- Transitioning cloud infrastructure from AWS to Vercel and Supabase, cutting costs by 95% while maintaining high performance.- Creating CI/CD pipelines with GitHub Actions, reducing release times by 25% and improving overall development efficiency.- Designing scalable backend systems using AWS Lambda, EC2, and RDS to support seamless user experiences.- Implementing accessible and responsive design practices to broaden usability and engagement.- Streamlining project management with AI-driven tools, increasing team productivity by 20%. Show less

• 

  Applay.ai

  Jan 2025 - now

  Founder & CEO

  - Founded and built Applay.ai: Launched an AI-powered platform designed to revolutionize the job search process through gamification and automation.- Full‑Stack Web Development: Led the end‑to‑end development of a scalable web application—from architecture and design to implementation and ongoing optimization.- Chrome Extension Development: Designed and developed a Chrome extension to enhance user engagement and streamline access to key platform features.- Market Research & Strategic Planning: Conducted comprehensive market research and competitor analysis to validate product-market fit and inform strategic decision-making.- Digital Marketing & Social Media Outreach: Developed and executed social media campaigns, content strategies, and digital outreach initiatives to drive brand awareness and user growth.- Business & Financial Modeling: Created business plans and financial models to outline growth strategies, ensure profitability, and secure future funding.- Networking & Partnership Building: Actively engaged with industry leaders, attended networking events, and cultivated strategic partnerships to expand market reach.- Product Lifecycle Management: Oversaw all phases of the product lifecycle, from initial concept and design through development, launch, and iterative improvements.- Data-Driven Decision Making: Utilized analytics and user feedback to refine platform features, optimize the user experience, and guide continuous product enhancements.- Entrepreneurial Leadership: Managed all operational, administrative, and strategic functions as a solo founder, ensuring alignment with the company’s vision and goals. Show less