Belma Ibrahimović
Verified Expert in Engineering
Full-stack Data Scientist and Developer
Sarajevo, Federation of Bosnia and Herzegovina, Bosnia and Herzegovina
Toptal member since November 21, 2023
Belma is a dedicated senior full-stack data scientist and AI expert with 8+ years of experience delivering high-impact end-to-end AI solutions across industries. Specializing in cutting-edge technologies like generative AI, LLMs, and agentic systems, she excels in natural language processing (NLP) and unlocking the potential of language data. Belma's strong communication skills and adaptability enable her to translate complex AI concepts into actionable insights, driving business value.
Portfolio
Experience
- Data Science - 8 years
- Machine Learning - 8 years
- Natural Language Processing (NLP) - 8 years
- Artificial Intelligence (AI) - 7 years
- Large Language Models (LLMs) - 3 years
- AI Agents - 2 years
- LangGraph - 2 years
- Multi-agent Systems - 1 year
Preferred Environment
MacOS, PyCharm
The most amazing...
...project I've worked on is a sourcing assistant consisting of NLP classifiers, ranking algorithms, and generative models enhancing recruiters' efficiency.
Work Experience
AI Lead
Awell Health
- Worked on a multi-agent system designed to revolutionize how users interact with their data by simply asking questions in natural language, enabling them to chat with the data.
- Developed multiple POCs, focusing on generative AI and Agentic systems.
- Ensured that internal AI applications and user-facing AI systems fully comply with regulatory standards.
Senior Full-stack Data Scientist
Toptal
- Developed over ten diverse projects, including classification, regression, ranking, and NLP systems. I leveraged both discriminative and generative learning approaches.
- Collaborated with multiple stakeholders and cross-functional teams throughout the project lifecycle, handling different phases from ideation to production, delivery, and ongoing improvements.
- Created Toptal's 1st data science internship program and designed a six-month learning plan with lessons, assignments, and evaluations.
Senior Data Scientist
Atlantbh
- Developed multiple custom deep learning models for extracting business attributes from websites.
- Architected an NLP hierarchical system of 70 classification models to classify several thousands of classes with different ambiguities.
- Provided mentorship and guidance to interns and colleagues.
Experience
Data Extraction
Education
Master's Degree in Control and Electronics
Faculty of Electrical Engineering, University of Sarajevo - Sarajevo, Bosnia and Herzegovina
Certifications
Data Product Manager
Udacity
Machine Learning Engineering for Production (MLOps)
DeepLearning.AI
CertNexus Certified Ethical Emerging Technologist Specialization
Coursera
Natural Language Processing Specialization
Coursera
Skills
Libraries/APIs
Pandas, Natural Language Toolkit (NLTK), Scikit-learn, OpenAI API, REST APIs, SpaCy, TensorFlow, CatBoost, PyTorch
Tools
PyCharm, ChatGPT, Claude, GNU Autogen
Languages
Python, SQL
Frameworks
LangGraph, AutoGen, Flask, LlamaIndex
Platforms
MacOS, Jupyter Notebook, Google Cloud Platform (GCP), Docker, Amazon Web Services (AWS), CrewAI
Storage
Google Cloud
Other
Data Science, Machine Learning, Natural Language Processing (NLP), Deep Learning, Artificial Intelligence (AI), Data Analysis, Data Mining, LangChain, Large Language Models (LLMs), Generative Artificial Intelligence (GenAI), Text Classification, Text Analytics, Data Annotation, Data Analytics, Predictive Modeling, AI Agents, Supervised Learning, Unsupervised Learning, AI Chatbots, Chatbots, Regression Modeling, A/B Testing, OpenAI GPT-4 API, Generative Pre-trained Transformers (GPT), Machine Learning Operations (MLOps), Conversational Agent, FastAPI, Multi-agent Systems, Retrieval-augmented Generation (RAG), Hugging Face, Prompt Engineering, Vector Databases, Data Modeling, BERT, OpenAI, Data Visualization, Gemini, Fine-tuning, Signal Processing, Data Product Management, LoRa
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