Hire the Best Data Scientists
in Switzerland

I'm a Scientist expert in data science, data analytics in multiple domains (biomedical images, biology datasets, big data analytics)

I’m Albane, I build the AI and data tools that help businesses move faster. With a background from Mines Paris - PSL and experience inside high-stakes finance teams, my work is defined by the principle that technology should be a profit center, not an overhead cost. Recently, I helped a client save over $120,000 in yearly overhead by replacing their manual data entry with custom LLM agents. Whether it’s launching a full-stack app from scratch or building a BI dashboard that actually makes sense of your marketing spend, my goal is to turn your complex data into a clear roadmap for growth. Having worked across pharma, marketing, and fintech, I’ve seen that every industry has hidden "data debt" that can be automated. I use a mix of Python, Claude Code and automation tools to build systems that are both sophisticated and easy for your team to use. If you’re looking for a proactive partner who can handle the heavy lifting and deliver real ROI, I’d love to see how I can help your project.

I help founders, CFOs, finance teams, and operators turn complex financial and operational data into clear decisions, reliable models, dashboards, and AI-powered automation systems. My profile is hybrid: **15+ years in senior finance, financial modelling, FP&A, reporting, valuation, risk analysis, and business performance**, combined with strong hands-on technical ability in **Python, SQL, Excel, Power Query, dashboards, data pipelines, and AI workflow design**. I am not only a finance analyst, and I am not only a developer. I sit between both worlds. That means I can understand the business problem, build the model or system, challenge the assumptions, automate the workflow, and explain the output in plain language for decision-makers. What I can help you with: **Financial modelling & strategic finance** * SaaS pricing and unit economics * Financial projections and cash-flow models * Budgeting and forecasting * Company valuation and scenario analysis * Board/investor reporting * Profitability and margin analysis * Fractional CFO / FP&A support * Cost control, working capital, and business performance analysis **Finance operations & reporting** * Monthly management reporting * KPI dashboards * Budget vs actual analysis * Cash-flow visibility * Revenue, margin, and customer profitability * Reconciliation logic and financial controls * Multi-entity reporting and consolidation * Process improvement and finance automation **AI, data, and automation** * Python automation and data pipelines * SQL-based analytics and reporting * AI agents for finance and operations * OpenAI / Claude API workflows * Streamlit dashboards and internal tools * Excel / Google Sheets automation * RAG, structured outputs, and AI-assisted reporting * n8n, workflow automation, and API integrations Relevant background: * Senior finance and reporting experience across complex international environments * Financial reporting and data management across 140+ legal entities in 51 countries * Institutional finance experience including portfolio reporting, valuation, IFRS topics, and risk analysis * Current data engineering / business data analyst experience in a Databricks environment * Platform economics and financial performance strategy for AI / marketplace-style businesses * AI architect work for operational control-tower systems combining sales, production, forecasting, and recommendations Typical projects I am a strong fit for: * “We need a financial model investors can trust.” * “Our reports are messy and nobody trusts the numbers.” * “We need a dashboard that explains what is really happening.” * “We want to automate a finance or operations workflow.” * “We need an AI agent that turns data into recommendations.” * “We need pricing, margin, or unit economics analysis.” * “We need a senior finance person who can also build the technical solution.” My working style is structured, analytical, and direct. I do not just produce spreadsheets or code. I focus on the decision the client needs to make, the assumptions behind it, the risks, and the practical next step. If the numbers do not work, I will say so. If a process is fragile, I will explain why. If AI is useful, I will use it carefully. If deterministic logic is safer than AI, I will keep the calculation controlled and auditable. I am based in Switzerland and work remotely with clients internationally. I am comfortable with async collaboration, clear milestones, documentation, and executive-level communication.

🚀 Expert AI & Full-Stack Developer | NLP, RAG, and Machine Learning Specialist Detail-oriented and highly skilled software developer with a deep specialization in Natural Language Processing (NLP), Retrieval-Augmented Generation (RAG), and advanced data analysis. I bring a strong foundation in AI development, with proficiency in a wide range of programming languages and tools, including Python, PyTorch, LangChain, and LangGraph. 🔍 What I Offer: Cutting-Edge NLP Solutions: From chatbots to AI-driven research tools, I excel in building robust NLP systems that deliver accurate and context-aware responses. RAG Expertise: Skilled in developing high-performance Retrieval-Augmented Generation systems, integrating embeddings, vector databases, and generative models for complex information retrieval tasks. Full-Stack Capabilities: Proficient in backend and API development (Python, Django, FastAPI), with front-end experience in JavaScript frameworks (React, Next.js) for complete end-to-end solutions. Seamless Remote Collaboration: Proven track record of working with international clients and remote teams, ensuring efficient project delivery and excellent communication.

I work with academic, public, and private sector clients, including leading research institutions, providing data-science or programming assistance. I essentially do two types of work: - I design and/or conduct empirical analyses to deliver data-driven insights - I contribute to the development of my clients' econometrics or programing skills I primarily work with clients in health, public policy, and business strategy, but I am open to collaborating with clients from any field. I support projects using Stata, R, Python, SQL, and LaTeX, helping with everything from data cleaning and analysis to producing high-quality academic or business outputs. I typically offer one-on-one Zoom consultations or small team sessions to help refine code and support with empirical approaches, econometric tools, or complex data challenges. My profile contains reviews from past clients and examples of previous work. Outside of my work on Upwork, I am a PhD candidate in Economics and teach undergraduate level economics and econometrics. For this reason, I cannot accept full-time/time-intensive projects. I unfortunately cannot accept requests from students.

Data Scientist with over 10 years of experience developing advanced analytical solutions in R&D. Extensive proficiency in programming, statistics and machine learning, with strong problem-solving and communication skills. - Developed computational tools that drove the advance of over 10 projects, including data analytics pipelines, machine learning models for biomarkers detection, data processing algorithms that saved 60% of data analysis time, and an open-source Python package with innovative tools for processing and analyzing complex biomedical data. - Led 5 innovative research projects, involving reviewing literature, conceiving original ideas, designing research roadmaps, writing grant proposals, collaborating with key scientific leaders, communicating with internal and external stakeholders, and publishing findings. These efforts resulted in the obtention of funding for research, 7 scientific articles published in peer-reviewed journals at the top 25% of impact, and 4 technological developments.