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Featured Upwork Talent – Canada I have been featured by Upwork on multiple category hire pages as a Top-Listed Freelancer in Canada, including: Web Analytics Specialists – Canada Google Data Studio Specialists – British Columbia Business Analyst / Data Analytics categories A versatile individual, passionate writer, excellent communicator with core financial and analytical skills exhibiting deductive reasoning for problem-solving with 8+ years of corporate experience in Business Analysis, Product Management, Data Analytics and Management Consulting. Industry Experience – Fintech, Media Network, Digital Marketing, Financial Services, Lease Management, Supply Chain Management. I have had an opportunity to work with global companies like Barclays, Odessa and Ernst and Young (Consulting) in Business Analysis/Project Management and Consulting. I have worked for North American clients and my work as consultant included working with North American and European Markets as well. I can comfortably position myself as an eligible candidate with global exposure. Generative AI ✅ LLM Integration (e.g., ChatGPT 4.0, Claude, Gemini) ✅ Retrieval-Augmented Generation (RAG) Pipelines ✅ Prompt Engineering for Feature Design ✅ Vector Database Implementation (e.g., Pinecone, FAISS) ✅ Embedding Models & Similarity Search ✅ Semantic Search & Intelligent Query Routing ✅ Conversational UI/UX with Q&A Chat Interfaces ✅ Summarization and Document Parsing Features ✅ Evaluation Frameworks for LLM Accuracy and Relevance ✅ Use of OpenAI/Anthropic APIs in Production ✅ Fine-tuning and Model Selection Strategy ✅ Alignment of LLM Use Cases to Business Goals ✅ AI Feature Rollouts with Analytics Instrumentation ✅ Ethical AI Considerations & Guardrails ✅ Integration of LLMs into Scalable Product Architecture Product Management ✅Product Strategy and Product Design ✅ Product Roadmap Developement ✅ Software Development Lifecycle (SDLC) ✅ Agile Methodologies/Scrum/Kanban ✅ Requirement Gathering, BRD ✅ Documentation ✅ Business Process/requirement Analysis ✅ Design and Wire-framing ✅ User Stories ✅ Test Strategy/Planning ✅ JIRA and Confluence ✅ Market Research Project Management: ✅ Project Scheduling ✅ Velocity/Capacity Planning ✅ Daily Stand-ups, Daily triages, Retrospective Meetings ✅ Project Proposals, Scope Documents, Work Breakdown Structures, Project Reports ✅ Risk Mitigations and handling Escalations ✅ PM tools and Systems ✅ Delegation of Tasks ✅ Resource Planning ✅ Budgeting and Ad-hoc PM support Data Analytics/Power BI Specialist ✅ Extraction/Cleaning (ETL) ✅ Data Studio/Looker ✅ Amplititude Analytics ✅ AWS Redshift, Quickshift, Kinesis, Glue ✅ Google Analytics ✅ Azure ✅ Apps, SharePoint, Power Automate (Flow), Logic Apps ✅ Data Automation ✅ Dashboard development ✅ Microsoft Power BI ✅ Tableau Development ✅ Data Analysis ✅ Report Design and Visualisation ✅ Data Modelling and Design ✅ Statistical Modeling ✅ Python, R, ggplot2 ✅ SQL, SSIS, PostgreSQL, MySQL ✅ DAX ✅ Time series analysis

CanadaTronix Automation Based in Canada Ontario Founder & CEO Automation and Robotic Specialist __________________________________ Company: CanadaTronix Automation (Canada ON) _______________________________________________________________ We are based in Canada, Peterborough, Ontario. We have more than 10+ years of experience in hands-on Automation and electrical control systems including (Mechanical, Hydraulic, Pneumatic). PLC/HMI/SCADA, and Microcontroller Expert Power electronic system design , implementation and maintenance. -Microcontroller based project Design and programming -Robot Programming and interfacing with PLC -Motion control and servo -AC drive control and interface -mechanical, pneumatic, hydraulic control systems AB Rockwell Automation ________________________ SLC5, MicroLogix, ControlLogix, CompactLogix, Micro800 Siemens _________ S7-300,400, S7-1200/1500, 200M Schneider __________ Premium, TSX Micro, Modicon OMRON _________ NX102,NX1P, CP1E Electrical Design and Drawing ________________________________ AutoCAD, EPLAN Electrical and P&ID Delta - DVP - SS2 Mitsubishi -FX3G and more HMI ___________ -Siemens - Unified Comfort Panel(MTP), Comfort Panel (TP), Basic (KTP) -Rockwell - Panelview -Omron - NA series, NB series Schneider - Harmony GTO, Harmony STO/STU - Automation direct Software and IDE __________________ Delta - DOP 110 SCADA FactoryTalk View SE, ME GE Cimplicity, Ignition SCADA Software Sematic manager, Step7, TIA Portal, Rslogix500, RSlogix5000, Studio 5000,CCW, FactoryTalk View ME/SE, Codesys, PL7, UnityPro, Sysmac Studio, CX-Programmer, ISPSoft, GXworks 2 and 3, WPLSoft, EcoStruxure, Cimplicity, Communication Profinet, OPC-UA,EIP, Modbus, EtherCAT, MQTT Servo Festo, Omron

I am a passionate and innovative music composer and producer with a deep love for creating emotive and captivating musical experiences. My work reflects my unique blend of diverse influences and a commitment to pushing the boundaries of musical expression. Here's a quick overview of what I do best: Original Music: - I specialize in composing original music that spans a wide spectrum of genres, from classical and orchestral to lofi, indie, and alternative music. Each piece is a heartfelt creation, meticulously crafted to convey powerful emotions and tell compelling stories. Collaboration and Adaptation: - I thrive in collaborative environments and enjoy working with other creatives, such as directors, game developers, and fellow musicians. Adapting my compositions to fit the project's vision is a skill I hold in high regard, ensuring the music resonates with the intended audience. Storytelling Through Music: - Music is a universal language, and I consider myself a storyteller through melodies and harmonies. I can create music that not only sounds beautiful but also conveys a message, evokes deep emotions, and leaves a lasting impact on the listener.

• Ten years research experiences in GIS, Spatial Analysis, Data Mining, quantitative modelling, and complex system simulation; • Proficient in ArcGIS, MapInfo, R, Matlab, SPSS, AutoCAD, Microsoft Access, Geodatabase, and SQL; • Extensive experiences in programming with NetLogo, Python, VB, C#, MapObjects, and ArcGIS Engine; • Foundational areas include Urban and Regional Studies, Urban Planning, and Land Development.

I am a skilled Web Development, Custom Scripts, and Q&A Expert with extensive experience in delivering high-quality, tailored solutions for clients across diverse industries. Specializing in web development, I build responsive, user-friendly websites and applications using modern technologies like HTML, CSS, JavaScript, and frameworks such as React and Node.js. My expertise in custom script development allows me to create efficient, automated solutions to streamline processes, including APIs, bots, and data scraping tools. As a Q&A specialist, I provide detailed, accurate, and insightful answers to technical queries, ensuring clarity and actionable outcomes. My background in technical roles, including electrotechnician work and sales of specialized instrumentation, enhances my ability to understand complex requirements and deliver precise solutions. I’m committed to clear communication, meeting deadlines, and exceeding client expectations with every project. Let’s collaborate to bring your ideas to life!

🎨 Tech & Creative Consultant | Voice-Over | AI & PLM | Montreal, QC ✨ Professional Profile Hybrid profile at the intersection of engineering and creativity, with over 18 years of experience in PLM, simulation, and aerospace industries, now expanded into narration, voice-over, digital design, and AI integration. Skilled in installing and customizing open-source tools, producing content, guiding teams, and automating workflows. A self-driven professional who stays up to date with tech trends, with a keen eye for detail, image, and messaging. 🎯 Core Skills • Audio narration in standard French – clear diction and expressive intonation • Local AI installations: Ollama, OpenWebUI, Stable Diffusion, WSL2, Docker • Digital creation: photo editing (GIMP), visuals with Canva, audio via Audacity • Client & technical support, pedagogy, data structuring & clear documentation • Exploration of generative AI for text, image, voice, and personal productivity • Organized, versatile, curious, and able to adapt quickly to new environments 💼 Experience 🎙️ Voice-Over & Freelance Audio Producer – Remote – Montréal • Montreal – 2024 • Recorded audiobook narrative content in 24bit/48kHz using Audacity • Editing, cleanup, and style adaptation for educational and literary scripts 🔧 PLM Consultant & Client Support • Accenture / Techso – 2019–2024 • Integration & training on complex platforms (3DEXPERIENCE, Windchill) • Technical documentation, issue resolution, project coordination, • Creation of video training material ✈️ CAD Integration Technician – Aerospace • Bell / CAE / Bombardier – 2013–2019 • Mechanical & electrical assembly, quality audits, technical drawings • Regulated industrial environments (ASME, CFR, MIL-STD standards) 🎓 Education & Certifications • Generative AI with Copilot – Feb 2025 • Google AI Essentials – Feb 2025 • AI for Mechanical Design (University of Michigan) – Jan 2025 • B.Eng. Energy & Environmental Engineering – Napier University • DUT in Mechanical Engineering – IUT Paul Sabatier • Technological Baccalaureate in Mechanical Engineering – Lycée Paul Mathou 🧰 Tools & Technologies • PLM / CAD: 3DEXPERIENCE, Windchill, Creo 2.0, Catia V5 • Automation / Dev: Python, VSC, Git, HTML/CSS/JS • Creative / Audio: GIMP, Canva, Audacity, Izotope RX, FL studio • Local AI: Ollama, OpenWebUI, Stable Diffusion, WSL2, Docker