De-identification test UI development only · synthetic data please (stored names are not encrypted yet)

Run ca22e639-ed9c-4a53-965f-b587c41534c8

Status
COMPLETED
Output
RELEASED · download anonymized file
Document
document, 263902 bytes
Chunks / labels placed
3 / 139

Parser warnings (not anonymized, feature F3): W_DOCX_CUSTOM_PROPERTIES, W_DOCX_EMBEDDED_CONTENT

Legend: PERSONLOCATIONORGANIZATIONHEALTHCAREDATEAGEPHONEEMAILURLNATIONAL_IDOTHER_IDPROFESSIONPASSAGE

Anonymized

Mozhde [PERSON_001] [OTHER_ID_001] | [HEALTHCARE_INSTITUTION_001] Innovator Mozhde is a data-driven innovator and [HEALTHCARE_INSTITUTION_001] with over 10 years of experience translating complex business challenges into impactful data products. [OTHER_ID_002] has successfully delivered forecasting models, optimization tools, and intelligent dashboards that improved decision-making in large-scale supply chain, operations, and commercial environments across Europe. Her expertise spans advanced analytics, resource planning algorithms, [OTHER_ID_003] automation, and scalable software solutions. [OTHER_ID_002] combines strong statistical and mathematical foundations ([OTHER_ID_004] & [OTHER_ID_005], [OTHER_ID_006]) with hands-on engineering skills in [OTHER_ID_007], [OTHER_ID_008] [PERSON_002], and cloud technologies. Mozhde thrives at the intersection of business and technology—working closely with stakeholders to identify high-value opportunities, design prototypes, and validate innovations that generate measurable results. [OTHER_ID_002] has [OTHER_ID_009] multi-disciplinary teams, served as [OTHER_ID_001] and [OTHER_ID_010] on EU innovation projects, and brings an entrepreneurial mindset to creating solutions that balance strategic impact with operational feasibility. Her approach is dynamic, reliable, and collaborative. [OTHER_ID_002] enjoys tackling complexity, driving innovation within fast-paced environments, and creating data insights and tools that deliver tangible value to business operations and supply chains. YEAR OF BIRTH: 1990 IN THE [PERSON_003]: [PERSON_004] [OTHER_ID_011] [OTHER_ID_012] as an [OTHER_ID_013] in the [OTHER_ID_014] database, leading [OTHER_ID_003] innovation as [OTHER_ID_010] in multiple EU-funded projects. Below are recent assignments: [OTHER_ID_015] ([DATE_001]) Resource planning tool and [PERSON_002] dashboard [OTHER_ID_001] and [HEALTHCARE_INSTITUTION_001] Designed and implemented a resource planning tool that optimized workforce allocation and scheduling across multiple business units, improving efficiency and reducing operational bottlenecks. Developed an interactive [PERSON_002] dashboard to provide real-time insights into resource utilization, costs, and performance, enabling data-driven decision-making for [OTHER_ID_016] and operations teams. Built end-to-end data pipelines to extract, transform, and load (ETL) data from various enterprise systems, ensuring accurate, consistent, and [PERSON_005] reporting. Collaborated with cross-functional stakeholders to translate business requirements into analytical models and visualizations, aligning the tool and dashboard with strategic goals. dRural Project ([PERSON_006])([DATE_002]) BI-Dashboard for [OTHER_ID_017] data [OTHER_ID_001] and [HEALTHCARE_INSTITUTION_001] Conducted analysis of logistics-related [OTHER_ID_017] data, implemented anonymization methods, and designed a secure database to ensure compliance and reliability. Created a unified data model to seamlessly collect, integrate, and anonymize information from multiple client systems, resulting in a centralized [PERSON_002] dashboard. Engineered scalable data pipelines to clean, transform, and prepare multi-sensor inputs, enabling precise gesture recognition in [OTHER_ID_017] environments. ROLES AND COMPETENCES [OTHER_ID_018] / [OTHER_ID_010] [OTHER_ID_019] [OTHER_ID_001] [OTHER_ID_020] & [OTHER_ID_021] Project & [PERSON_007] Manager Resource Planning Algorithms & Optimization AI & [PERSON_008] [OTHER_ID_022] and [OTHER_ID_023] [OTHER_ID_024] & [OTHER_ID_025] Performance [OTHER_ID_016] Interviewing Skills Team Building Delegation Execution INDUSTRIES [OTHER_ID_017] Distribution and logistics Technology Startup ShadowRobotics ([DATE_003]) Robotic [OTHER_ID_010], Sensor [PERSON_009] & ML Preprocessing [PERSON_010] [OTHER_ID_009] the development and implementation of sensor [PERSON_009] algorithms and calibration modules for a real-time hand movement detection system. Designed a unified model to collect and integrate data from multiple sensors, ensuring synchronization, noise reduction, and preprocessing for downstream [PERSON_008] learning tasks. Built robust data pipelines to clean, process, and prepare multi-sensor data for accurate gesture recognition within the workspace. Collaborated closely with hardware and ML teams to ensure seamless integration of the sensing layer with the ML inference engine. Nvisio ([DATE_004]) Automotive [PERSON_003] [OTHER_ID_001] & [OTHER_ID_010] Multi-Dataset [PERSON_010] Development | Cloud [OTHER_ID_023] [OTHER_ID_009] the preparation, cleaning, and harmonization of three distinct image datasets for computer vision tasks. Designed and orchestrated a modular [PERSON_010] to process and train models on each dataset, ensuring consistency and performance across domains. Implemented and deployed the full [PERSON_010] on Nvisio’s cloud infrastructure, optimizing for scalability and reliability. Collaborated with cross-functional teams to align data engineering and model [OTHER_ID_023] strategies with business goals. ELEMENTA LABS ([DATE_005]) [PERSON_011] R&[PERSON_012] – [OTHER_ID_026] & TTS Systems [OTHER_ID_027] | [OTHER_ID_028] | [OTHER_ID_029] [OTHER_ID_009] research and development of [OTHER_ID_030] ([OTHER_ID_026]) and [OTHER_ID_031] (TTS) systems as the core components of the platform. Applied cutting-edge [OTHER_ID_028] techniques to build robust, real-world speech-to-text pipelines, optimized for accuracy and latency. Delivered [OTHER_ID_029] from data preprocessing and model training to evaluation and [OTHER_ID_023]. Contributed to the system's ability to handle diverse accents, noise conditions, and real-time inference requirements. [PERSON_013] [OTHER_ID_032] [OTHER_ID_033] & [OTHER_ID_034]: [OTHER_ID_035] | [OTHER_ID_036] for [OTHER_ID_037] [OTHER_ID_038] | [OTHER_ID_039] – [OTHER_ID_040] [OTHER_ID_041] and [OTHER_ID_009] [OTHER_ID_035], a deep-tech company that partners with [OTHER_ID_037] to design, build, and deploy tailored [OTHER_ID_003] solutions across diverse industries. Successfully co-developed and delivered software systems for some of the largest taxi companies in the [OTHER_ID_038], focusing on real-time route optimization, financial dashboards, and resource planning. [OTHER_ID_009] the development of an AI-based cybersecurity and anomaly detection platform, leveraging [PERSON_008] learning to proactively identify threats in complex environments. Designed and implemented a content generation platform for HR companies, powered by [PERSON_014] (LLMs), automating candidate profiling and job matching. Spearheaded R&D initiatives in [OTHER_ID_021] to solve NP-hard optimization problems, with practical applications in logistics and planning. Oversaw the full lifecycle of AI projects—from ideation and system architecture to [OTHER_ID_023] and scaling—ensuring alignment with client needs and [PERSON_003] standards. [OTHER_ID_033] and CTO: [PERSON_015] [OTHER_ID_042] for [OTHER_ID_017] ([OTHER_ID_038]) [OTHER_ID_038] | [OTHER_ID_043] Co-[OTHER_ID_041] and [OTHER_ID_009] the technical vision of [PERSON_015], an innovative [OTHER_ID_017] technology company focused on AI-based outpatient resource planning. Architected and oversaw the development of a scalable, intelligent scheduling and planning system adopted by [OTHER_ID_017] providers across the [OTHER_ID_038]. Directed cross-functional R&D teams in building advanced planning algorithms tailored to real-world clinical workflows, reducing operational bottlenecks and increasing patient throughput. Successfully integrated [PERSON_015] into regional care ecosystems, demonstrating real-world impact on efficiency and service delivery in the Dutch [OTHER_ID_017] sector. Intelligent Operations Manager: MTN MTN Group - [OTHER_ID_011]-2018 Project & [PERSON_007] [OTHER_ID_016] | [OTHER_ID_044] [OTHER_ID_045] end-to-end projects and programs focused on enhancing service [OTHER_ID_016] and operational efficiency within [OTHER_ID_046] division. [OTHER_ID_009] cross-departmental initiatives to implement [OTHER_ID_003] service analytics, predictive maintenance strategies, and real-time performance monitoring tools. Coordinated stakeholders across technology, customer service, and network operations to ensure alignment and [PERSON_005] delivery of key transformation programs. Developed and executed frameworks for service [PERSON_016] improvement, leveraging data insights to reduce downtime and improve user experience. Contributed to the strategic roadmap for automation and intelligent network operations, supporting MTN’s vision for digital transformation. [HEALTHCARE_INSTITUTION_002] | Scalable Systems | [HEALTHCARE_INSTITUTION_001] [HEALTHCARE_INSTITUTION_002] | Scalable Systems | [HEALTHCARE_INSTITUTION_001]

Restore the original

Allowed: admin. Every attempt is audited.

Restore labels in edited text

Chunks and confidentiality decisions

#SpanRiskDecisionReasonsSLM reviewDisposition
00–38950 NONE– – KEEP
13895–78720 NONE– – KEEP
27872–86230 NONE– – KEEP

Labels in this document

LabelTypeOccurrences
[DATE_001]DATE1
[DATE_002]DATE1
[DATE_003]DATE1
[DATE_004]DATE1
[DATE_005]DATE1
[HEALTHCARE_INSTITUTION_001]HEALTHCARE_INSTITUTION6
[HEALTHCARE_INSTITUTION_002]HEALTHCARE_INSTITUTION2
[OTHER_ID_001]OTHER_ID6
[OTHER_ID_002]OTHER_ID4
[OTHER_ID_003]OTHER_ID4
[OTHER_ID_004]OTHER_ID1
[OTHER_ID_005]OTHER_ID1
[OTHER_ID_006]OTHER_ID1
[OTHER_ID_007]OTHER_ID1
[OTHER_ID_008]OTHER_ID1
[OTHER_ID_009]OTHER_ID8
[OTHER_ID_010]OTHER_ID5
[OTHER_ID_011]OTHER_ID2
[OTHER_ID_012]OTHER_ID1
[OTHER_ID_013]OTHER_ID1
[OTHER_ID_014]OTHER_ID1
[OTHER_ID_015]OTHER_ID1
[OTHER_ID_016]OTHER_ID4
[OTHER_ID_017]OTHER_ID8
[OTHER_ID_018]OTHER_ID1
[OTHER_ID_019]OTHER_ID1
[OTHER_ID_020]OTHER_ID1
[OTHER_ID_021]OTHER_ID2
[OTHER_ID_022]OTHER_ID1
[OTHER_ID_023]OTHER_ID5
[OTHER_ID_024]OTHER_ID1
[OTHER_ID_025]OTHER_ID1
[OTHER_ID_026]OTHER_ID2
[OTHER_ID_027]OTHER_ID1
[OTHER_ID_028]OTHER_ID2
[OTHER_ID_029]OTHER_ID2
[OTHER_ID_030]OTHER_ID1
[OTHER_ID_031]OTHER_ID1
[OTHER_ID_032]OTHER_ID1
[OTHER_ID_033]OTHER_ID2
[OTHER_ID_034]OTHER_ID1
[OTHER_ID_035]OTHER_ID2
[OTHER_ID_036]OTHER_ID1
[OTHER_ID_037]OTHER_ID2
[OTHER_ID_038]OTHER_ID5
[OTHER_ID_039]OTHER_ID1
[OTHER_ID_040]OTHER_ID1
[OTHER_ID_041]OTHER_ID2
[OTHER_ID_042]OTHER_ID1
[OTHER_ID_043]OTHER_ID1
[OTHER_ID_044]OTHER_ID1
[OTHER_ID_045]OTHER_ID1
[OTHER_ID_046]OTHER_ID1
[PERSON_001]PERSON1
[PERSON_002]PERSON4
[PERSON_003]PERSON3
[PERSON_004]PERSON1
[PERSON_005]PERSON2
[PERSON_006]PERSON1
[PERSON_007]PERSON2
[PERSON_008]PERSON3
[PERSON_009]PERSON2
[PERSON_010]PERSON4
[PERSON_011]PERSON1
[PERSON_012]PERSON1
[PERSON_013]PERSON1
[PERSON_014]PERSON1
[PERSON_015]PERSON3
[PERSON_016]PERSON1

Detections

StateTypeSourceCount
KEPTDATEENCODER5
KEPTHEALTHCARE_INSTITUTIONENCODER4
KEPTHEALTHCARE_INSTITUTIONPROPAGATION4
KEPTOTHER_IDENCODER51
KEPTOTHER_IDPROPAGATION44
KEPTPERSONENCODER23
KEPTPERSONPROPAGATION8
SUPERSEDEDDATEENCODER3
SUPERSEDEDHEALTHCARE_INSTITUTIONPROPAGATION5
SUPERSEDEDLOCATIONENCODER1
SUPERSEDEDOTHER_IDENCODER1
SUPERSEDEDOTHER_IDPROPAGATION53
SUPERSEDEDPERSONENCODER3
SUPERSEDEDPERSONPROPAGATION26

KEPT = used for a label. SUPERSEDED = overlapped by a stronger detection. PROPAGATION = found by searching known names again.

Run details

chunkersegment-aware(max=4000,overlap=200)
cipherAES256-GCM:a7c34a0b
deid0.1.0
encoderdeduce+crf
encoder_versiondeduce=3.0.6;crf=deidentify-0.7.3;model=model_crf_ons_tuned-v0.2.0@0a78b6e811e9;refine=tighten-v2(crf:Other),snap-v1,non-identifying-v3(2026-10-07.1:5e51ad55a66e)
keyerHMAC-SHA256:3f86e44c
normalizerdefault-v3
resolverexact-normalized-v1
risk_calculatordistinct-rule-sum-v1
risk_policythreshold-v1(threshold=10)
slmllama.cpp:fietje-2-instruct-q4_k_m
structurespreadsheet-structure-v1(2026-10-07.1:f92c0f97d935)
analyze_ms243
chunks3
identities69
label_collisions0
mentions_kept139
mentions_propagated56
mentions_superseded92
parse_ms5
peak_rss_mb1234
render_ms88
replacements139
resolve_ms608
slm_failures0
slm_reviews0
structure_mentions0
total_ms990
warnings['W_DOCX_CUSTOM_PROPERTIES', 'W_DOCX_EMBEDDED_CONTENT']