Dancho P.
AI, Research, IT Project Manager
Experience
Jan 2021 - Dec 2023
3 yearsIT Project Manager
ENEX
- Technical and strategic lead for a startup initiative, I drove the full lifecycle of a project aimed at securing funding and launching a startup tech company.
- Designed and deployed intelligent automation pipelines by integrating ML/DL models, OpenAI APIs, cloud-native infrastructure, and low-code orchestration tools like n8n to streamline data workflows and enhance system scalability.
- Managed cross-functional professionals, ensuring timely delivery of technical outputs under tight schedules.
Jan 2019 - Dec 2023
5 yearsResearch Reviewer
IEEE
- Actively contributed to AI (ML, and DL) research domain as a senior reviewer, developing cutting-edge algorithms for prediction and forecasting across domains.
- Applying machine learning to sustainable computing challenges, with expertise in traffic simulation, energy-aware mobility prediction, and urban systems optimization.
- Served as a senior reviewer and committee member for international conferences, shaping the future of AI through critical evaluation and mentorship.
Jan 2013 - Dec 2021
9 yearsResearch and Development Engineer
Telecom SudParis
- Spearheaded multi-million-euro French and EU R&D initiatives, aligning objectives across five industrial partners and steering cross-functional teams to deliver all milestones and contractual deliverables on time and within scope.
- Developed a realistic urban traffic simulation using SUMO, integrating ML/DL models (LSTM, CNN, Transformer) to predict and optimize bus arrival times and enhance public transport efficiency. Improved traffic flow by 25% through intelligent traffic light optimization strategies based on data-driven insights.
- Developed a cloud-based video segmentation and analysis platform with a custom web player, integrating OpenCV and ML/DL algorithms for real-time image/video processing.
- Combined PCA and GAN-based deep learning techniques for image compression, yielding up to an 80% reduction in file size while preserving high visual fidelity.
- Enhanced the accuracy of the OpenFace facial recognition model from 68% to 92% and significantly increased processing efficiency through advanced ML/DL optimization techniques.
- Authored and published peer-reviewed scientific articles in internationally recognized journals and conferences, including IEEE and Springer.
Jan 2010 - Dec 2013
4 yearsSoftware Engineer
Top Dizajn
- Designed and optimized both static and dynamic web pages and web services, ensuring responsive and user-friendly interfaces.
- Created geospatial maps and 3D visual objects for web-based and virtual presentations, integrating spatial data with interactive visualization tools.
Languages
English
NativeGerman
AdvancedSpanish
AdvancedFrench
AdvancedCroatian
AdvancedEducation
Oct 2016 - Jun 2020
Institut Polytechnique de Paris
PhD · Signal, Images, Automatics and Robotics · France
Oct 2015 - Jun 2016
University Paris Saclay
MSc · Virtual Reality and Intelligent Systems · France
Oct 2009 - Jun 2013
University Goce Delchev
Bachelor Degree · Computer Science · North Macedonia
Certifications & licenses
CompTIA Cybersecurity Certification
CompTIA Linux+
CompTIA Network+
CompTIA PenTest+
CompTIA Security+
Cyber Security Advisor Ihk
Ihk Certification
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