Domenik Wichmann
Data operations, workflow automation, multilingual support, and AI-assisted product development
Hotchkiss · Hwy 133 · dom.wichmann@gmail.com · 7208853338
U.S. Citizen
Portfolio & AI demo: domenik-wichmann.com | GitHub: github.com/Domenik-Wichmann
Explore my projects and ask about my experience online.
Professional summary
Background spanning operational data work, practical automation, multilingual support, logistics, teaching, food-business operations, equipment construction, and AI-assisted product development. Interested in AI implementation, workflow automation and operational knowledge systems; uses deterministic rules for repeatable operations. Based in Burgas, Bulgaria, as reported in earlier evidence.
Projects
domenik-wichmann.com — AI Career Portfolio
2026 | Project owner; AI-assisted development | Working application; ongoing development
- Built an AI-assisted career portfolio connecting structured experience, projects, skills, and source evidence for recruiter exploration.
- AI-assisted knowledge extraction and decomposition, turning docs and and natural speech into a structured graph-shaped relational DB.
- Graph-aware semantic retrieval with Cohere embeddings and Supabase pgvector, plus evidence-grounded Q&A and job-description analysis.
- Reviewable career imports, source-linked claims, and reusable résumé views so the same records support recruiter answers and application content.
Explore this project: domenik-wichmann.com
SystemWright LMS — Multilingual Learninh/Edu Content for Client Outreach/Onboarding and Training
2026 | Project owner; AI-assisted development | Built application; independent project
- Built a Firebase/Firestore learning application with multilingual content, tests, progress tracking, and a RAG chatbot.
- Designed an automated translation and AI voiceover workflow with Eleven Labs, along with a custom video editor to streamline content creation.
- Full feature suite including interactive video, quizes, and sandbox environment for integrated demos/apps
Homepage: systemwright-lms.web.app
Experience
Logistics Coordinator with Mandarin
OnProcess Technology | Sofia, Bulgaria
Dates not recorded
- Reported logistics coordination involving shipment tracking, route analysis, supplier and partner communication, international shipping documents, and operational issue resolution. The CV dates and personal-site end date conflict; no dates are assigned here.
Private Chef
Beijing, China
Dates not recorded
- Reported private-chef work in Beijing for four years. Exact dates, employer, and responsibilities are not documented in the source.
Co-Founder, Operator, and Data Analyst
Juno Freeze Dried LTD / Juno Farms | Freeze-dried-food business; Hotchkiss and Montrose area, Colorado
Dates not recorded
- Reported co-founder and operational work in a family-owned freeze-dried-food business, including production, sales, inventory, planning, operational administration, and spreadsheet systems. Business naming, chronology, family-business duration, and personal involvement require confirmation.
German-Language Customer Service
Sutherland | Burgas, Bulgaria; supporting Cisco Webex
Dates not recorded
- Reported customer support work for Cisco Webex through Sutherland, communicating in German and English and troubleshooting accounts, subscriptions, meeting permissions, configuration, billing, and user access. Support signatures use Customer Success Manager, but the source does not establish enterprise account ownership or a formal promotion.
Data Feed Engineer
Feedonomics | Colorado, USA
Dates not recorded
- Reported work importing, mapping, cleaning, parsing, transforming, and maintaining large e-commerce product and inventory datasets for marketplaces and advertising platforms. CV dates are retained as a report; older titles and résumé dates vary.
Bartender
Dates not recorded
- Bartending is reported as actual work during 2026. Venue, dates, responsibilities, and overlap are not specified.
Kitchen and Food Production Work
Dates not recorded
- Reported kitchen work, small food-manufacturing experience, and practical knowledge of production flow, freeze-drying batches, yield, packaging, storage, and equipment. Exact employers, dates, volumes, and team responsibilities are not documented.
Content Management Consultant
CXG | Bulgaria; supporting the Coupa account
Dates not recorded
- Validates and prepares client data in the Coupa context and uses a reusable VBA rule language for lightweight checks around particular tasks. Ported the language-analysis approach into VBA and wrote comparison macros. Reports faster personal work, with sole-user scope and no verified measured savings; existing validation processors were not wholly replaced.
Small-Farm Produce Growing and Sales
Five-acre farm, as reported
Dates not recorded
- Reported growing up to six crops, selling produce, and experiencing transport and input costs associated with farmers-market farming. This does not establish agronomy certification.
English Teacher and Tutor
Beijing, China
Dates not recorded
- Reported English teaching and tutoring in Beijing, including individual lessons, groups, and classrooms. The source describes a 2011–2019 range but also a separate five-year recollection, so active duration and chronology remain unresolved.
Family House Repair and Renovation Work
Dates not recorded
- Worked with his father repairing and renovating houses for resale while growing up and into his early twenties, including painting, general construction, plumbing and electrical work. Hands-on activity does not establish trade licensure; exact dates are unspecified.
Additional relevant work
Character TF-IDF Recall@50 experiment
Evaluation on known positives
- A character TF-IDF experiment on 218 known positives reportedly achieved Recall@50 of 89.7%.
Product-matching run at 26,500 products
Experimental project scale
- A procurement product-matching run reportedly covered 26,500 products and 1,166,903 candidate pairs. These are experiment scale figures, not confirmed match counts.
Multilingual product-data processing
Feedonomics | Feedonomics
- Earlier career material reports processing product data in more than 12 languages; this is data-processing scope, not spoken-language fluency.
Product-matching EXACT evaluation results
Separate development experiments
- One early sample reported 39/50 auto-EXACT decisions correct; a later development result reported 38/38 EXACT precision with 38/76 recall. These are distinct samples and do not establish universal accuracy.
Personal work accelerated by VBA validation tool
CXG / Coupa work context | Qualitative reported outcome
- Reports that the rules engine speeds up certain kinds of personal work. The owner is its only company user; team-wide adoption and measured time savings are not claimed.
Five-second sensor logging prototype
Freeze dryer controller
- Controller development reached SD test-file writing and sensor-data CSV logging at five-second intervals.
More than 20 LMS languages
Reported product feature
- The multilingual onboarding application reportedly supports more than 20 languages for its interface and voiceover workflow.
Education
Chinese Language and Culture Studies at Beijing Normal University
Beijing Normal University
- Reports beginning studies at Beijing Normal University in 2017 involving Chinese language and culture and second-language acquisition. Degree completion and exact qualification remain unconfirmed; no earned bachelor’s degree is asserted.
High School Graduation
- A direct statement says Domenik graduated high school. Institution and date are not stated.
Certifications
Google Data Analytics Certificate
- Holds the Google Data Analytics Certificate.
Languages
Dutch:
Learning or elementary/intermediate; the source gives A2 in remembered context and B1 in an older assistant draft, requiring confirmation.
German:
Used professionally in Webex customer service; the source describes proficiency as professionally usable and below native, while noting older drafts sometimes say fluent.
English:
Reported native language, used in teaching and professional work.
Bulgarian:
Learning; no validated proficiency level is stated.
Mandarin Chinese:
Conversational to advanced conversational, with professional logistics use; no verified HSK level is established.
Explore project examples: domenik-wichmann.com | GitHub: github.com/Domenik-Wichmann