# Krzysztof (Kris) Wancerski — Software, Mobile & AI Engineering > Full-Stack, Mobile & AI Design Engineer based in London, UK. > Website: https://kwancerski.page | Email: krzysztofwancerski@gmail.com | LinkedIn: https://www.linkedin.com/in/kwancerski/ ## Executive Summary First-class MEng graduate in Design Engineering from Imperial College London (ranked #2 in the world in QS World University Rankings). Technical generalist taking complex, undefined challenges from first principles to production software across TypeScript & Vue, Flutter & Dart, and applied Agentic AI. Combines rigorous engineering fundamentals with customer-facing product delivery, shipping software across venture-backed healthcare AI, commercial hardware operations (1,000+ devices), and international AI research presentations. --- ## Contact & Direct Channels - **Direct Email**: krzysztofwancerski@gmail.com - **LinkedIn**: https://www.linkedin.com/in/kwancerski/ - **Portfolio**: https://kwancerski.page - **Location**: London, UK (West London) - **Timezone**: GMT (UTC+1) --- ## Engineering & Academic Background - **Design Engineering Background (Imperial College London)**: Fusion of user needs, entrepreneurship, innovation, technology, and software — suited perfectly for the AI age. Awarded Faculty of Engineering Dean's List for all 4 consecutive undergraduate years (Top 10% of cohort). Ranked #2 globally (QS). - **Mobile App & Embedded UI (Tewke Ltd.)**: Flutter for experience in app development, shipping features with customers in real world, leading whole projects and having whole new features end to end. - **Full-Stack Systems (Tewke Ltd.)**: Working from a brief, internal company needs, and regulatory requirements, supporting 1,000+ manufacturing devices. - **ISF Montreal 2026 (Oral Presentation)**: Delivering a 20-minute presentation on an autonomous agentic AI web app that democratises time-series forecasting for people who otherwise couldn't access advanced predictive modeling. --- ## Featured Production Projects ### 1. AskForecast — Agentic Time-Series Forecasting - **URL**: https://askforecast.app - **Classification**: Imperial Master's Project / Oral Presentation at ISF Montreal 2026 - **Headline**: Democratising time-series forecasting via autonomous agentic AI — interactive web app. - **Overview**: An interactive web application where users upload complex datasets and describe forecasting goals in natural language to receive automated, calibrated probabilistic predictions with generative reasoning reports. - **Key Technical Accomplishments**: - **ISF Montreal 2026 Presentation**: Selected to deliver a 20-minute oral presentation sharing advanced forecasting AI research at the 44th International Symposium on Forecasting. - **Autonomous Agentic Workflow**: Embedded AI agent parses natural language, orchestrates statistical ensembles, calculates prediction intervals, and synthesises diagnostic reports. - **Technologies**: Agentic AI, Python, FastAPI, Vue 3, Gemini API, Probabilistic Time-Series Models. ### 2. Yarn Health — Conversational Clinical Voice Companion - **URL**: https://yarn.health - **Classification**: Conversational Mobile App Health Companion / 15 Real Clinical Users - **Headline**: A smart voice & text diary helping chronic patients capture symptoms and prepare for doctor visits. - **Overview**: A conversational mobile app and health journal that helps patients capture and structure complex symptoms between clinical appointments via voice and text, producing structured clinical summaries for doctors. - **Key Technical Accomplishments**: - **Validated in Real Clinical Testing**: Completed user trials with 15 patients navigating complex chronic health journeys to refine voice interaction latency and summary accuracy. - **Dual-Model Agentic Architecture**: Real-time streaming voice transcription via Whisper for fluid conversational check-ins, coupled with a deep reasoning agent for longitudinal symptom synthesis. - **Technologies**: Agentic AI, Flutter, Dart, Nuxt UI, Whisper, Vector Search. ### 3. Mobile Apps & Embedded Touchscreen UI (Tewke Ltd.) - **Classification**: Production Hardware Ecosystem / Mobile & Embedded Hardware - **Headline**: User-Centred Mobile Apps & Embedded Touchscreen UI. - **Overview**: Designing and shipping cross-platform mobile apps and touch-screen embedded device interfaces centered entirely on Flutter and Dart. - **Key Technical Accomplishments**: - **Unified Flutter Architecture**: Responsive mobile experiences across iOS and Android alongside dedicated touchscreen embedded hardware controls from a single codebase. - **Local Hardware Telemetry**: Engineered local networking and real-time device synchronisation for fluid, zero-latency smart-home automation. - **Technologies**: Flutter, Dart, iOS & Android, Embedded Touchscreen, Device Telemetry. ### 4. Manufacturing & Operations Software for Scaling Hardware (Tewke Ltd.) - **Classification**: Internal Operations & Scaling Tooling / 1,000+ Production Devices - **Headline**: Manufacturing & Operations Software for Scaling Hardware. - **Overview**: Architecting custom full-stack operations and manufacturing software to eliminate manual bottlenecks and facilitate rapid physical scaling. - **Key Technical Accomplishments**: - **Supported 1,000+ Production Devices**: Core internal system at Tewke Ltd. managing multi-device production tracking, parts deduction, and automated device provisioning. - **Camera Quality Control**: Integrated photo validation at critical assembly stages to isolate build defects immediately and ensure rigorous manufacturing auditability. - **Technologies**: TypeScript, Vue.js, Express, PostgreSQL, Drizzle ORM, Docker. ### Imperial Physical Computing & Engineering Archive - **Robotics & Embedded Microcontrollers**: Autonomous rover pathfinding, PID motion control, custom PCB design, and C++ firmware. - **Fluid Dynamics Simulations**: Finite-element modeling and computational fluid simulations for aerodynamic structures. --- ## Engineering Approach & Product Principles ### Philosophy & Way of Working Taking complex, undefined challenges from first principles to reliable, production-ready software that users love. Grounding every technical decision in first principles, moving rapidly from concept to working software that drives real-world outcomes. ### Core Tenets 1. **Beautiful, Polish-First UX**: Thoughtfully designed interfaces that look premium, feel responsive, and build immediate user trust. 2. **Working, Production-Ready Code**: Software built to work in the real world from day one, backed by scalable architecture and clean code across TypeScript, Vue, and Flutter. 3. **First-Principles Velocity**: Rapid execution with high autonomy, cutting through noise to ship high-quality software into hands quickly. ### Technical Capability Pillars - **Agentic & Multi-Modal AI**: Architecting autonomous AI agents, real-time voice streaming with Whisper, and deep reasoning models for complex document and clinical synthesis. (Stack: Agentic AI, Voice AI, LLM Chains, Vector Search). - **Full-Stack Web & Backend**: Engineering fast, scalable applications in TypeScript, Vue 3, and Express, backed by clean PostgreSQL schemas and containerised Docker environments. (Stack: TypeScript, Vue 3, PostgreSQL, Express, Docker). - **Mobile & Embedded UI**: Delivering high-performance cross-platform mobile apps for iOS and Android alongside responsive touchscreen hardware interfaces in Flutter & Dart. (Stack: Flutter, Dart, iOS & Android, Embedded Hardware). --- ## Experience & Career Trajectory ### 1. Full-Stack Software Engineer — Tewke Ltd. - **Tenure**: Apr 2025 – Present (Promoted Aug 2026) - **Location**: London, UK | Full-Time - **Company URL**: https://tewke.com - **Scope**: Technical ownership across internal manufacturing operations, full-stack backend systems, and cross-platform mobile & embedded device features. - **Impact**: - Architected core internal operations software managing multi-device production tracking, automated parts deduction, and automated camera QC for 1,000+ production devices. - Shipped smart-home mobile application features and touchscreen embedded device interfaces in Flutter and Dart. - **Stack**: TypeScript, Vue.js, Flutter, Dart, Express, PostgreSQL, Docker. ### 2. Master of Engineering (MEng), Design Engineering — Imperial College London - **Tenure**: 2022 – 2026 - **Location**: London, UK - **Institution URL**: https://www.imperial.ac.uk - **Distinction**: First Class trajectory. Awarded Faculty Dean's List for all 4 consecutive undergraduate years (Top 10% of cohort). Imperial College London is ranked #2 in the world (QS). ### 3. Undergraduate Teaching Assistant — Imperial College London - **Tenure**: Oct 2023 – Jun 2024 - **Location**: London, UK - **Scope**: Facilitated computing and engineering modules for undergraduate cohorts, conducting hands-on code reviews, hardware debugging, and problem-solving workshops. --- ## Academic Honours & Distinctions ### 1. Dean’s List (All 4 Consecutive Years) - **Awarding Body**: Imperial College London, Faculty of Engineering - **URL**: https://www.imperial.ac.uk/engineering/study/undergraduate/prizes/ - **Distinction**: Top 10% Cohort • All 4 Years - **Detail**: Awarded every single academic year of university at Imperial College London (#2 university globally in QS World Rankings). The Dean’s List recognises undergraduate engineers in the top 10% of their cohort who achieved a continuous first-class standard (70%+) across all four years. ### 2. IET Future Talent Award - **Awarding Body**: Institution of Engineering and Technology (IET) - **URL**: https://www.theiet.org/impact-society/awards-scholarships/future-talent-awards/ - **Distinction**: National Engineering Scholarship - **Detail**: Prestigious national engineering scholarship and multi-year bursary supported by the David Family Foundation, awarded to exceptional engineering students recognised for outstanding academic promise, technical innovation, and future engineering leadership. --- ## Technical Stack & Production Tooling Matrix - **Languages**: TypeScript, Python, Dart, JavaScript, Vue.js, C++, SQL, Bash - **Frameworks & AI**: Vue 3 / Nuxt, Flutter (BLoC state management), FastAPI, Express, Drizzle ORM, React - **Systems & Infrastructure**: PostgreSQL, Docker, Supabase, Linux CLI, Git & GitLab, CI/CD pipelines