Recommended expert
Niowsha Fatemi-Machine Learning Research Assistant (HiWi)
Check rate
Experience
Jan 2025 - Present
1 year 4 monthsMachine Learning Research Assistant (HiWi)
DIGIT
Position Summary
Machine Learning Research Assistant (HiWi) at DIGIT
Industries
Information Technology
Business Areas
Product Development
Research and Development
- Train and optimize MAVAE/VAE models in PyTorch to detect anomalies in multivariate time-series sensor data.
- Design preprocessing workflows and evaluation pipelines to improve model accuracy and robustness.
- Benchmark MAVAE performance against baseline statistical and deep learning approaches, presenting comparative insights.
- Collaborate with research supervisors to refine hypotheses and translate experimental findings into deployable research outputs.
Mar 2024 - Sep 2024
7 monthsProduct Management Intern
ProductRoad
Position Summary
Product Management Intern at ProductRoad
Industries
Automotive
Information Technology
Business Areas
Business Intelligence
Product Development
Project Management
- Led feature development for a personality-based car recommendation engine, designing prototypes in Figma and supporting implementation in React.js, improving engagement by 27%.
- Conducted 50+ user interviews and built personas to identify product pain points and shape the feature roadmap.
- Performed quantitative market analysis using Python and SQL; built forecasting models (ARIMA, LSTM, Transformer) achieving 85% predictive accuracy.
- Conducted UAT with 150+ users, prioritized feedback, and created backlog items, resulting in a 60% increase in product adoption.
Jan 2022 - Dec 2023
2 yearsIoT Project Developer
Freelance
Position Summary
IoT Project Developer at Freelance
Industries
Information Technology
Business Areas
Product Development
Research and Development
- Designed and programmed an AI-enhanced IoT threat detection MVP using ESP32 sensors (C), enabling real-time monitoring with Firebase integration.
- Developed a Flutter mobile application with improved UI/UX flows, reducing user task completion time by 40%.
- Built a processing pipeline handling 100+ sensor events per second with <100ms latency, increasing anomaly detection efficiency by 60%.
- Documented system architecture, conducted A/B tests for pricing validation and supported early business model research.
Jan 2020 - Dec 2022
3 yearsFrontend Developer
Freelance
Position Summary
Frontend Developer at Freelance
Industries
Information Technology
Business Areas
Information Technology
Project Management
- Developed responsive web applications using React.js, Firebase, and JavaScript, improving load time and performance across client projects.
- Designed UI/UX prototypes in Figma, conducted usability testing, and enhanced navigation efficiency and engagement.
- Integrated REST APIs and optimized state management using Redux, reducing development cycles by up to 40%.
- Led end-to-end project delivery, requirements, design, development, QA, and deployment—ensuring alignment with client goals and brand identity.
Jan 2018 - Dec 2020
3 yearsProduct & Technology Consultant
Freelance
Position Summary
Product & Technology Consultant at Freelance
Industries
Information Technology
Professional Services
Business Areas
Business Intelligence
Product Development
Strategy
- Advised clients on product strategy, solution design, and technology adoption by analyzing business needs, data patterns, and system requirements.
- Conducted product audits, user flow evaluations, and competitive research to identify opportunities for optimization and growth.
- Developed prototypes, technical recommendations, and implementation roadmaps to support decision-making and guide product development.
- Collaborated with engineering and product teams to refine requirements, troubleshoot issues, and ensure successful deployment of digital solutions.
Industry Experience
See where this freelancer has spent most of their professional time.
Experienced in Information Technology, Professional Services, and Automotive.
Information Technology
Professional Services
Automotive
Business Area Experience
See which departments and functions this freelancer has contributed to most.
Experienced in Product Development, Business Intelligence, Project Management, Research and Development, Information Technology, and Strategy.
Product Development
Business Intelligence
Project Management
Research and Development
Information Technology
Strategy
Summary
Analytical and cross-functional Product & Technology professional with experience spanning machine learning research, product management, IoT systems, and front-end development. Skilled in transforming complex technical insights into user-centric solutions, driving feature roadmaps, and improving digital product performance through data analysis, experimentation, and iterative design.
Skills
Product & Strategy
- Roadmapping
- User Research
- A/b Testing
- Kpi Tracking
- Agile/scrum
- Backlog Management
Machine Learning & Data
- Pytorch
- Vae/mavae
- Time-series Analysis
- Forecasting Models
- Python
- Sql
- Data Preprocessing
- Model Evaluation
Iot & Embedded Systems
- Esp32 Programming
- Sensor Integration
- Real-time Data Pipelines
- Firebase
- Anomaly Detection
Software Development & Ui/ux
- React.js
- Javascript
- Redux
- Flutter
- Figma
- Ux/ui Design
- Usability Testing
Tools & Analytics
- Power Bi
- Excel
- Tableau (Basic)
- Jira
- Confluence
- Data Visualization
- Data Cleaning
Core Strengths
- Cross-functional Collaboration
- Analytical Problem-solving
- Technical Documentation
- Stakeholder Communication
Languages
German
AdvancedEnglish
AdvancedEducation
M.Sc. · Computer Science
B.Sc. · Computer Engineering
Certifications & licenses
Product Analytics Micro
Product Roadmapping
Product Strategy
Statistics
Experience
Total positions 5
Experience in Information Technology 7.5 y
Avg length 1 y 11 m
Longest experience 2 y 11 m
Expertise
Recent roles Machine Learning Research Assistant (HiWi), Product Management Intern, IoT Project Developer
Main industries Information Technology, Professional Services, Automotive
Main business areas Product Development, Business Intelligence, Project Management
Qualifications
Highest degree Master
Certifications earned 3
Profile
Created
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Frequently asked questions
Do you have questions? Here you can find further information.
Where is Niowsha based?
Niowsha is based in Berlin, Germany.
What languages does Niowsha speak?
Niowsha speaks the following languages: German (Advanced), English (Advanced).
How many years of experience does Niowsha have?
Niowsha has at least 8 years of experience. During this time, Niowsha has worked in at least 5 different roles and for 3 different companies. The average length of individual experience is 2 years and 6 months. Note that Niowsha may not have shared all experience and actually has more experience.
What roles would Niowsha be best suited for?
Based on recent experience, Niowsha would be well-suited for roles such as: Machine Learning Research Assistant (HiWi), Product Management Intern, IoT Project Developer.
What is Niowsha's latest experience?
Niowsha's most recent position is Machine Learning Research Assistant (HiWi) at DIGIT.
What companies has Niowsha worked for in recent years?
In recent years, Niowsha has worked for DIGIT, ProductRoad, and Freelance.
Which industries is Niowsha most experienced in?
Niowsha is most experienced in industries like Information Technology, Professional Services, and Automotive.
Which business areas is Niowsha most experienced in?
Niowsha is most experienced in business areas like Product Development, Business Intelligence, and Project Management. Niowsha also has some experience in Research and Development, Information Technology, and Strategy.
Which industries has Niowsha worked in recently?
Niowsha has recently worked in industries like Information Technology and Automotive.
Which business areas has Niowsha worked in recently?
Niowsha has recently worked in business areas like Product Development, Project Management, and Research and Development.
What is Niowsha's education?
Niowsha holds a Master in Computer Science and a Bachelor in Computer Engineering.
Does Niowsha have any certificates?
Niowsha has 3 certificates. These include: Product Analytics Micro, Product Roadmapping, and Product Strategy.
What is the availability of Niowsha?
The availability of Niowsha needs to be confirmed.
What is the rate of Niowsha?
Niowsha'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 Niowsha?
To hire Niowsha, 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.
1000
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Market avg: 704-864 €
Market avg: 704-864 €
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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