Recommended expert
Dancho Panovski
IT Project Manager
Experience
Jan 2021 - Dec 2023
3 yearsIT Project Manager
ENEX
- Technical and strategic lead for a startup initiative, driving 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.
- Applied 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, improving 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.
Industries Experience
See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.
Experienced in Information Technology (14 years).
Information Technology
Business Areas Experience
The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.
Experienced in Product Development (12 years), Project Management (11 years), Research and Development (11 years), and Information Technology (7 years).
Product Development
Project Management
Research and Development
Information Technology
Skills
- Ml/dl: Tensorflow, Pytorch, Scikit-learn
- Data: Sql (Postgresql, Mysql), Nosql, Numpy, Pandas, Matplotlib
- Programming: Python, Bash, Javascript, Html
- Virtualization: Docker, Kubernetes, Vms
- Cloud: Aws, Google Cloud
- Cybersectech: Pki, Vpn, Network Security, Siem, Ids, Ips, Firewall, Cryptography
- Os: Linux (Kali, Centos, Ubuntu), Windows
Languages
German
AdvancedEnglish
AdvancedSpanish
AdvancedFrench
AdvancedCroatian
AdvancedEducation
Oct 2016 - Sep 2020
Institute Polytechnique de Paris
Ph.D. in Signal, Images, Automatics and Robotics · Signal, Images, Automatics and Robotics · Palaiseau, France
Sep 2015 - Jun 2016
University Paris Saclay
MSc in Virtual Reality and Intelligent Systems · Virtual Reality and Intelligent Systems · Palaiseau, France
Oct 2009 - Jun 2013
University Goce Delchev
Batchelor Degree in Computer Science · Computer Science · Štip, North Macedonia
Certifications & licenses
CompTIA Cybersecurity Certification
CompTIA
Cyber Security Advisor IHK
IHK
Profile
Created
Last Update
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Frequently asked questions
Do you have questions? Here you can find further information.
Where is Dancho based?
Dancho is based in Munich, Germany and can operate in on-site, hybrid, and remote work models.
What languages does Dancho speak?
Dancho speaks the following languages: German (Advanced), English (Advanced), Spanish (Advanced), French (Advanced), Croatian (Advanced).
How many years of experience does Dancho have?
Dancho has at least 14 years of experience. During this time, Dancho has worked in at least 4 different roles and for 4 different companies. The average length of individual experience is 4 years and 6 months. Note that Dancho may not have shared all experience and actually has more experience.
What roles would Dancho be best suited for?
Based on recent experience, Dancho would be well-suited for roles such as: IT Project Manager, Research Reviewer, Research and Development Engineer.
What is Dancho's latest experience?
Dancho's most recent position is IT Project Manager at ENEX.
What companies has Dancho worked for in recent years?
In recent years, Dancho has worked for ENEX, IEEE, and Telecom SudParis.
Which industries is Dancho most experienced in?
Dancho is most experienced in industries like Information Technology (IT).
Which business areas is Dancho most experienced in?
Dancho is most experienced in business areas like Product Development, Project Management, and Research and Development (R&D). Dancho also has some experience in Information Technology (IT).
Which industries has Dancho worked in recently?
Dancho has recently worked in industries like Information Technology (IT).
Which business areas has Dancho worked in recently?
Dancho has recently worked in business areas like Project Management, Research and Development (R&D), and Product Development.
What is Dancho's education?
Dancho holds a Doctorate in Signal, Images, Automatics and Robotics from Institute Polytechnique de Paris, a Master in Virtual Reality and Intelligent Systems from University Paris Saclay and a Bachelor in Computer Science from University Goce Delchev.
Does Dancho have any certificates?
Dancho has 2 certificates. These include: CompTIA Cybersecurity Certification and Cyber Security Advisor IHK.
What is the availability of Dancho?
Dancho is immediately available full-time for suitable projects.
What is the rate of Dancho?
Dancho's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.
How to hire Dancho?
To hire Dancho, click the Meet button on the profile to request a meeting and discuss your project needs.
Average rates for similar positions
Rates are based on recent contracts and do not include FRATCH margin.
1200
900
600
300
Market avg: 990-1150 €
Market avg: 990-1150 €
The rates shown represent the typical market range for freelancers in this position based on recent contracts on our platform.
Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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