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Top Rated PM with 100% Job Success Score across 30+ projects — I help early-stage AI and SaaS teams turn messy ideas into buildable products, fast. Ex-software engineer, MSc from HTW Berlin, CSPO certified Tool Proficiency: Jira/Confluence/Asana/Miro/ClickUp/Trello/Monday/Linear/Notion/Balsamiq/Figma My background is in Tech & Business (AI, Web & Mobile Apps & IOT - Industry 4.0) and I am trained in the arts of Software Development and Agile Project Management (Scrum & Kanban). Moreover, I am also experienced in Product Design, especially UX Research. What I Offer: 🔍 Market Research & Product Discovery - In-depth market research and competitor analysis to uncover opportunities. - Hypothesis testing and validation for MVPs to ensure product-market fit. ✍️ Product Planning & Execution - Crafting user stories, acceptance criteria, and conducting User Acceptance Testing (UAT). - Defining product vision, strategy, and roadmaps aligned with business objectives. - Supporting product teams in setting OKRs, KPIs, and actionable metrics. 🚀 Go-To-Market & Product Launches - Developing GTM strategies that ensure seamless launches and maximize adoption. - Conducting A/B testing, usability testing, beta testing, and conversion rate optimization. 🛠️ Technology & UX Consulting - UX audits with actionable recommendations for improved usability and engagement. - Technology studies, consultancy, and UML/BPMN/data modeling to bridge the gap between product and tech teams. 📊 Operational Excellence - Streamlining backlog management and facilitating active sprint rituals for agile execution. - Providing comprehensive Product Requirements Documents (PRD) and release planning support. 💡 Empowering Data-Driven Decisions - Assisting with usability studies, analytics interpretation, and driving improvements based on insights. Why Work With Me? With a strong background in Product Management, agile methodologies, and hands-on experience with SaaS startups, I bring a proven blend of strategic thinking, technical expertise, and a user-first mindset. I work as an extension of your team to shape products that deliver value, scale efficiently, and resonate with end-users. Let’s collaborate to turn your product ideas into reality.

Building High-Quality AI Datasets requires more than just drawing boxes. It requires consistency, strong QA processes, attention to detail & an understanding of how Annotated Data impacts Machine Learning models in production. With 𝟴+ 𝘆𝗲𝗮𝗿𝘀 of experience in Data Annotation, Computer Vision, AI Training Data & Dataset QA, I help AI startups, Enterprise teams & Computer Vision Companies build accurate, scalable & production-ready datasets for Machine Learning workflows. I also previously worked as a 𝗖𝗼𝗺𝗽𝘂𝘁𝗲𝗿 𝗩𝗶𝘀𝗶𝗼𝗻 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿, which gives me a strong understanding of how Annotation quality directly affects Object Detection, Segmentation, Tracking, OCR systems, Autonomous Driving pipelines & overall AI model performance. Currently, I am working as a Senior 𝗗𝗮𝘁𝗮 𝗔𝗻𝗻𝗼𝘁𝗮𝘁𝗼𝗿 at Motive (formerly KeepTruckin), where I handle large-scale AI datasets and annotate approximately 3000–5000 videos weekly, totaling nearly 300GB of data every week. Over the years, I have contributed to annotating more than 𝟭 𝗠𝗶𝗹𝗹𝗶𝗼𝗻 𝘃𝗶𝗱𝗲𝗼𝘀 & 𝟱𝟬𝟬𝗞+ 𝗶𝗺𝗮𝗴𝗲𝘀 across multiple Enterprise & AI-focused projects. I have also worked with Enterprise companies, including Adobe & multiple AI startups, maintaining Annotation accuracy between 97%–99.5% depending on project complexity. I am available Full-time for Long-term projects, AI Training Workflows, Dataset Creation, QA Review, Team Supervision & Enterprise Annotation Operations. ━━━━━━━━━━━━━━━━━━ WHAT I CAN HELP YOU WITH ━━━━━━━━━━━━━━━━━━ • Image Annotation • Video Annotation • Data Labeling & Tagging • Object Detection & Tracking • Bounding Boxes • Polygon & Polyline Annotation • Semantic & Instance Segmentation • Keypoint Annotation • OCR Annotation • Medical Image Annotation • Satellite & Drone Image Annotation • NLP & Text Annotation • Prompt Evaluation & AI Response Rating • Speech & Audio Annotation • Dataset QA & Validation • AI Training Dataset Preparation • Team Supervision & QA Review ━━━━━━━━━━━━━━━━━━ COMPUTER VISION & AUTONOMOUS DRIVING EXPERIENCE ━━━━━━━━━━━━━━━━━━ I have extensive experience Annotating Autonomous driving and fleet safety datasets including: • Cars, SUVs, Pickup Trucks & Semi Trucks • Motorcycles & Bicycles • Pedestrians • Traffic Lights & Traffic Signs • Lane Lines & Road Boundaries • Crosswalks & Parking Spaces • Construction Zones & Barriers • License Plates • Dashcam & Fleet Safety Videos • Highway & Urban Driving Scenes • Driver Monitoring & Accident Detection ━━━━━━━━━━━━━━━━━━ TOOLS & PLATFORMS ━━━━━━━━━━━━━━━━━━ • CVAT • Roboflow • Labelbox • Label Studio • SuperAnnotate • LabelImg • LabelMe • Amazon SageMaker Ground Truth I can quickly adapt to Custom Annotation platforms & project workflows. ━━━━━━━━━━━━━━━━━━ FORMATS & ML UNDERSTANDING ━━━━━━━━━━━━━━━━━━ Supported formats include: • YOLO • COCO JSON • Pascal VOC XML • KITTI • CSV / JSON / TXT • TFRecord • PNG Masks • Semantic & Polygon Masks Because of my Computer Vision background, I also understand: • YOLOv5 • Detectron2 • VGG16 / VGG19 • Object Detection Pipelines • Segmentation Workflows • OCR Systems • AI Training Requirements • Dataset Quality Optimization This allows me to create Annotations that are not only visually accurate but also optimized for machine learning performance. ━━━━━━━━━━━━━━━━━━ QA & TEAM MANAGEMENT EXPERIENCE ━━━━━━━━━━━━━━━━━━ I have managed teams of up to 20 Annotators and worked as: • QA Reviewer • Team Lead • Project Coordinator • Annotation Supervisor My responsibilities included: • SOP Creation • Annotation Guidelines • Quality Assurance Workflows • Productivity Tracking • Team Mentoring • Client Communication • Task Allocation • Final Dataset Review ━━━━━━━━━━━━━━━━━━ WHY CLIENTS WORK WITH ME LONG-TERM ━━━━━━━━━━━━━━━━━━ • Strong QA-focused mindset • Enterprise-level Annotation Experience • High Accuracy & Consistency • Ability to handle High-Volume Datasets • Fast turnaround without compromising quality • Reliable Communication & Reporting • Full-time Availability • Long-term commitment to projects One of my strongest qualities is maintaining quality under pressure. During a high-priority project, I completed a critical delivery within 30 hours continuously while maintaining accuracy and QA standards. ━━━━━━━━━━━━━━━━━━ UPWORK HIGHLIGHTS ━━━━━━━━━━━━━━━━━━ • Top Rated Freelancer • 100% Job Success Score • Top 10% Talent on Upwork • Enterprise & Long-Term Project Experience • Available 40–45 Hours/Week • Flexible with US, UK & Australian time zones • NDA Friendly If you are looking for a reliable AI Data Annotation Specialist who understands both annotation quality and AI model requirements, feel free to invite me to your project. I am open to long-term collaborations, Enterprise Annotation Projects, AI Training Data Operations, QA Review Roles, and High-Volume Computer Vision Datasets. Let’s build High-Quality AI Datasets together.

🌟Top Rated 🌟100% Job Success 🌟Always On Time, Every Time 🕒 Hi, I'm Malaika, a qualified Software Engineer having 7+ years of experience as Business analyst, Product Owner, System Analyst, Project Manager, Documentation expert, Enterprise Solution Architect, software architect, certified TOGAF Architect and I am honored to offer distinctive services as Solution Architect, business process modeling expert, Business/System analyst, Software architect, UML & SRS Designer and technical writer. Services I provide: - ERP workflow & documentation - Project Management Skills - Any kind of software documentation including - BRD - SRS - FSD - SDD - Design document - Agile methodologies - Scrum Master - Architectural document - Archimate diagram - BPMN diagrams - Test plan, test cases - Use cases - API documentation - Wireframing - User stories - User Manuals - Class diagram - Use case diagram - Sequence diagram - Activity diagram - Entity relationship diagram ERD Tools: - MS Visio - JIRA - Azure DevOps - Bizagi - Archi - Lucidchart - Sparx EA - bpmn..io - StarUML - Signavio - SAP Ariba - Bonita -Camunda - visual paradigm - Figma - AWS - others. Please feel free to reach out if you have any questions or specific requirements. I am here to collaborate and provide you with the best possible outcome for your project. Let's get started on creating exceptional documents that will impress and drive your project towards success.

𝗗𝗲𝗹𝗶𝘃𝗲𝗿𝗶𝗻𝗴 𝗣𝗿𝗲𝗰𝗶𝘀𝗶𝗼𝗻, 𝗘𝗳𝗳𝗶𝗰𝗶𝗲𝗻𝗰𝘆, 𝗮𝗻𝗱 𝗥𝗲𝘀𝘂𝗹𝘁𝘀 𝗳𝗼𝗿 𝗦𝗼𝗳𝘁𝘄𝗮𝗿𝗲 𝗮𝗻𝗱 𝗜𝗧 𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀 𝗮𝗻𝗱 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝘀 🚀 With 𝟳+ 𝘆𝗲𝗮𝗿𝘀 𝗼𝗳 𝗽𝗿𝗼𝘃𝗲𝗻 𝗲𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲 in 𝗔𝗴𝗶𝗹𝗲 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁, 𝗣𝗿𝗼𝗱𝘂𝗰𝘁 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁, 𝗮𝗻𝗱 𝗣𝗿𝗼𝗱𝘂𝗰𝘁 𝗢𝘄𝗻𝗲𝗿𝘀𝗵𝗶𝗽, I bridge the gap between stakeholders, development teams, and end-users to deliver high-impact solutions. My expertise ensures that projects are delivered on time and within budget, and aligned with business goals and customer needs. I specialize in aligning product strategy, technical execution, and go-to-market initiatives to ensure that projects are delivered on time, within budget, and are aligned with business goals and customer needs. 🔍 𝗖𝗼𝗿𝗲 𝗘𝘅𝗽𝗲𝗿𝘁𝗶𝘀𝗲: 📌 𝗣𝗿𝗼𝗱𝘂𝗰𝘁 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁: ✔️ Product Roadmap Development ✔️ Defining & Prioritizing Product Backlogs ✔️ Stakeholder Collaboration to Refine Vision ✔️ Feature Prioritization using Agile Best Practices ✔️ User Research & Competitor Analysis ✔️ Supporting Product Launch & Go-to-Market Alignment 📌 𝗣𝗿𝗼𝗱𝘂𝗰𝘁 𝗢𝘄𝗻𝗲𝗿 𝗥𝗲𝘀𝗽𝗼𝗻𝘀𝗶𝗯𝗶𝗹𝗶𝘁𝗶𝗲𝘀: ✔️ Defining Clear User Stories with Acceptance Criteria ✔️ Sprint Planning & Backlog Grooming ✔️ Iterative Product Development (Scrum, Kanban) ✔️ Ensuring Maximum Value Delivery with Incremental Releases ✔️ Collaboration with UI/UX Teams for Seamless User Experience ✔️ Coordinating with marketing teams for feature launches and campaign readiness 📂 Documentation & Process Design - Product Strategy Decks & Roadmaps - Implementation Plans & MVP Scoping - User Journeys, Flowcharts, Wireframes - Jira Boards, Epics, User Stories, Technical Tickets 🛠 𝗧𝗼𝗼𝗹𝘀 𝗜 𝗪𝗼𝗿𝗸 𝗪𝗶𝘁𝗵 Jira · Trello · Notion · Figma · Lucidchart · Miro · ProductPlan · Confluence · MS Project · ClickUp 💼 𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝗶𝗲𝘀 𝗦𝗲𝗿𝘃𝗲𝗱 SaaS · AI · eLearning · HealthTech · FinTech · Marketplaces · Mobile Apps · Web Platforms 🌟 𝗪𝗵𝘆 𝗖𝗹𝗶𝗲𝗻𝘁𝘀 𝗪𝗼𝗿𝗸 𝘄𝗶𝘁𝗵 𝗠𝗲 I bridge the technical with the tactical, ensuring fast-paced execution without compromising on the product vision. From startup MVPs to complex digital transformations, I deliver products that are scalable, user-centric, and strategically aligned. 📈 𝗟𝗲𝘁’𝘀 𝗕𝘂𝗶𝗹𝗱 𝗦𝗼𝗺𝗲𝘁𝗵𝗶𝗻𝗴 𝗘𝘅𝗰𝗲𝗽𝘁𝗶𝗼𝗻𝗮𝗹 Whether you're scaling a SaaS platform, launching an AI tool, or managing a global product rollout, I’ll help you turn ideas into market-leading solutions.

A tech geek with a sharp eagle eye to look for some of the nastiest bugs. I have been working as a quality assurance tester since 6+ years, testing various categories of web & mobile applications. 👉🏽 Want to know what sets me/this profile stand out? 👈🏽 Triumphs achieved on Upwork: 🏆 TOP RATED PLUS Freelancer | ⏱ 10k+ Hours Worked | 💻 30+ Projects Done | ✅ Verified Portfolios | 💯 Job Success Score |🥇IELTS Certified Why Clients Choose Me: ✔ Strategic Leadership: Former Head of Project Management & Quality Assurance, consistently delivering results for global enterprises. ✔ Global Availability: Flexible to work across European and US time zones (or others as required). Over 6 years of experience collaborating with clients in the US and Europe. ✔ Proven Success: Expertise in leading cross-functional teams and working with developers, designers, and QA specialists (in Project Manager/Lead roles) to meet deadlines and exceed client expectations. ✔ Award-Winning Performance & Positive Feedback: Regularly receive exceptional feedback from clients and have been recognised for outstanding performance through Upwork payments. I have worked in the following Web & Mobile applications domains: E-commerce | CRM | Games | Finance | Business | Database | Education | Health & Fitness | Lifestyle | Food & Drink | Entertainment | Human Resources | Utilities | Book | Travel Multiple devices are essential for testers to check responsiveness. I use several real ones for full platform coverage. Here are some of them: Desktop: MacBook Pro M1 2020 & Windows 7 | 8 | 10 | 11 iOS Devices: iPhone 15 Pro Max | 13 | 12 Pro Max | 11 | 11 Pro | 8 Plus | 7 Plus | iPhone 6s | iPad 9th generation Android Devices: Samsung Galaxy S22 | Google Pixel 4 | Google Pixel 6 Pro | Vivo Y21 | RealMe C25 | Samsung J6Plus | Tablet Lenovo M10 | Tablet Lenovo M8 In addition to these, I'm familiar with emulators and have worked with popular ones like CrossBrowserTesting, Chrome (Inspect Responsiveness), BrowserStack, and BitBar. 🛠️ Tools Mastery: 🔧 Issue Tracking Tools: JIRA | Trello | Asana | BugHerd | GitLab | ClickUp | DevOps Azure 📋 Project Management Tools: Jira | Asana | SharePoint | Trello | Basecamp | ClickUp 🌐 Compatibility testing: BrowserStack | LambdaTest | BitBar 🧪 Test Cases Management: XRay | Qase.io | TestRail | Jira 📅 Communication Tools: Gmail | Whatsapp | Skype | Slack MS Teams 🎬 Screen/Image Capture: Techsmith | Loom | Screenrec 📊 Other Tools (Word, Excel, Google Spreadsheet, Google Docs) Well, Here's a list of some of the super technical skills you're hoping I'm excellent at: • Manual Testing • Functional Testing/Regression/Acceptance Testing • UI testing/Pixel-perfect • Usability Testing • Mobile App Testing (IOS/Android) • Mac | Windows / OS X based testings (Compatibility Testing) • Ad-hoc Testing Being a QA is not a small responsibility and it also includes to be responsible for the user journey. For that, I always provide usability suggestions and user perspective issues in order to make it as smooth as possible To make a project bug free, the basic requirement is to play out with everything without leaving anything. I apply multiple strategies as per the situation to go through end-to-end testing to clear out everything on the software. Having great knowledge of workflows and designs helps to take out most of the bugs on the way to make the software successful. If you're still reading at this point, this is a sign we're on the same page so far...right? Next steps? 🙋🏽‍♀️ Don't hesitate to reach out to me, and we'll schedule a quick call to discuss more details in real-time :)

Certified Product Manager| Agile Business Analysis | Certified Product Owner |8+ Year Experience | Documentation Specialist | Software Documentation | Requirement Gathering | Scope Document | BRD, SRS, User Stories, UML, Flow chart Diagram | Wireframes | UI/UX | Test Cases. 👨🏻‍💻I help founders and product teams turn unclear ideas into build-ready requirements, actionable roadmaps, and dev-ready documentation, accelerating delivery and reducing rework. 👨🏻‍💻 Who I Help Struggling with: - Vague or incomplete requirements - Miscommunication or rework with developers - MVPs or features that miss business goals I work with startups, SaaS platforms, FinTech products, and AI-driven systems, delivering clarity, structure, and execution-ready documentation across global teams. ✅ Core Expertise Business Analysis & Requirements 📄 BRD, SRS, FRD, PRD, Use Cases, Functional Specs 🧾 User Stories & Acceptance Criteria (Agile / Scrum / SAFe) 🔄 Process mapping, workflow optimization, and UAT planning 📐 UML: Sequence, Class, Activity, ERD, DFD Product & Agile Consulting 🎯 MVP definition & roadmap planning 🗂️ Backlog creation & sprint planning 📊 Feature prioritization based on business value 🤝 Coordination between dev, QA, and stakeholders Technical & API Documentation 🛠️ API reference & integration docs 🏗️ System design & architecture documentation 📚 Confluence-based knowledge bases ✔️ Dev-friendly, testable specifications ⚙️ Tools & Platforms Modeling & Diagrams: MS Visio, Lucidchart, Draw. io, Visual Paradigm Project & Agile Tools: Jira, Azure DevOps, Asana, ClickUp, Trello Documentation & Collaboration: Confluence, MS Word, Google Docs Wireframing & UI/UX: Figma, Balsamiq, Miro, Canva 🚀 Measurable Outcomes / Why Clients Hire Me Turn vague requirements into complete, dev-ready documentation Align product, dev, and QA teams efficiently Reduce rework and save time with visual flows and clear specs Accelerated MVP delivery by 2–3 weeks for SaaS & FinTech products Improve stakeholder alignment by 40% through clear workflows Deep understanding of AI, SaaS, and complex systems 📩 Call to Action If you need a proactive, detail-oriented BA & Product Manager who delivers clarity, structure, and business results fast, message me today to turn your ideas into actionable plans.