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I am a chemistry/biology/physics PhD (the title itself was obtained at an engineering school but the context was systems biology) with a wealth of experience in scientific research. I have been a part of a few scientific research projects in the fields of chemistry/biomedicine/biophysics/omics and am a published author in my field(s). Other than working in a laboratory writing is what I enjoy the most. From writing poetry and short stories (mostly for my own pleasure) to essays and academic research papers, all things writing suit me. If they are related to science, even better. Even if they are not, I am a person of many interests, I adore history, culture, art, philosophy, etc. I am available also for diverse scientific work, including interpretation of analytical chemistry data (mass spec, NMR, HPLC), solving various problems in the fields of chemistry/physics/biology. I pride myself on being a very analytical and patient individual, as well as intelligent and able to grasp concepts previously unknown to me very quickly. I actually do this on a regular basis, challenge myself and try to learn about things outside of my main interests. When it comes to writing, I am familiar with most citation styles used in academia, and am able to follow guidelines well. I do have a specific writing style and I like to leave my distinct mark on the writing I do.

I help AI security platforms and MLOps tools create technical content that engineers trust, executives approve, and validate content quality before publication, so it doesn't damage credibility. **BACKGROUND:** PhD in Intelligent Control and AI (50+ publications, 382 citations, h-index 12), Expert-Vetted freelancer (Top 1%), $100K+ earned on Upwork, 70+ completed projects. **WHAT I DELIVER:** → Original AI Security Writing (1000+ published - Knostic) - White papers (5,000-8,000 words): Threat models, compliance frameworks, implementation roadmaps - Technical analysis blogs (2,000-3,000 words): Agent security, coding assistant threats, data leakage, prompt injection - Buyer guides: Security tool evaluation, framework comparisons (NIST AI RMF, ISO 27001/42001) - Case studies: Enterprise implementations with technical depth + business outcomes Examples from Knostic blog: - "AI Coding Agent Security: Threat Models and Protection Strategies" - "Building an AI Data Security Strategy From Scratch" - "Top Vibe Coding Security Risks and How to Fix Them" → ML/LLM Evaluation Content (250+ reviewed - Deepchecks) - Technical articles on LLM evaluation methodologies, benchmarks, and agent assessment - Content strategy + outline creation for complex ML topics - Review and editing for technical accuracy, methodology rigor, and claim defensibility Examples from the Deepchecks blog: - "LLM Agent Evaluation: Metrics, Methods & Real-World Use Cases" - "Top LLM Evaluation Benchmarks and How They Work" - "How To Evaluate State-Of-The-Art LLM Models: A Complete Guide" → Technical Review & Quality Control - 250+ Deepchecks articles validated for technical accuracy - 5000+ ODSC conference submissions reviewed (6 years) - Methodology verification, claim validation, and editorial for clarity - Catching errors before they damage platform credibility **WHY COMPANIES HIRE ME:** I'm not a "content writer who Googles stuff." I'm a PhD researcher who writes with reviewer-level rigor. When I write about AI agent security, I understand threat models and attack surfaces. When I review LLM evaluation content, I know benchmarking methodologies. When I create outlines, I map research requirements to evidence standards. My content passes technical review because I AM a technical reviewer. **HOW I WORK:** 1. Discovery Phase: Product capabilities, target buyers, competitive landscape, regulatory context 2. Research: Deep dive into technical architecture, threat models, use cases 3. Outline: Structure with inline citations, key claims flagged 4. Draft: Full content with citations, technical depth, business context 5. Revisions: Technical accuracy → audience fit → final polish 6. Delivery: Google Doc (formatted), reference list, meta descriptions

I help researchers and health professionals produce high-quality scientific articles, systematic reviews, and meta-analyses that meet journal standards and drive evidence-based decisions. I bring extensive hands-on expertise in analysing topics across health, nutrition, clinical research, public health, and humanitarian and business programs (you are welcome to explore my past projects for details). Regardless of the field, my priority is the same: to deliver high-quality, methodologically rigorous, and thoroughly evaluated work grounded in reliable evidence. More specifically, I can help you with: 🧠 Academic Research & Writing Systematic reviews and meta-analyses Scientific literature review Manuscript writing and preparation for journal publication Academic proofreading and editing Research report drafting and revision 📊 Data Analysis & Statistics Biostatistical analysis using SPSS and R Statistical interpretation and summary writing Data visualization and analytical reporting (valuable for theses, dissertations, and scientific publications) 📚 Scientific & Technical Writing Article and blog writing with a research focus Nutrition and health content creation grounded in evidence Consultative writing support tailored to academic and professional goals I work with clients who value methodological rigour, clear communication, and reliable results.

My name is Biljana. With a background in Pharmaceutical Engineering and 10+ years of hands-on R&D experience, I have developed 1,000+ formulations across cosmetics, nutraceuticals, pharmaceuticals, functional beverages, personal care, household products, and specialty consumer goods. My expertise includes: ✓ New Product Development ✓ Custom Formulation & Reformulation ✓ Ingredient Research & Selection ✓ Prototype Development & Optimization ✓ Cost Optimization (COGS Reduction) ✓ Manufacturing Scale-Up & Technology Transfer ✓ Stability-Oriented Formulation Strategy ✓ Supplier & Raw Material Sourcing Support ✓ Regulatory Guidance (EU, UK, US, GCC & APAC) ✓ Technical Documentation & Manufacturing Specifications ✓ Claims Support & Product Positioning • Skincare & Haircare • Makeup Products • Dietary Supplements • Pharmaceuticals • Functional Beverages & Powders • Gummies, Capsules & Tablets • Medical & Wellness Products • Household & Cleaning Products • Pet Care Products • Specialty Consumer Products What sets me apart is my ability to combine scientific depth with direct approach. Every formulation is created with: love, performance, scalability, manufacturability, ingredient synergy, regulatory compliance, and intent match. Whether you're creating your very first product or expanding an established brand - I'm ready to help transform your vision into reality. Feel free to reach out!

Top Rated Plus top 3% of Upwork talent | 250+ satisfied clients | 9+ years of experience Academic writer and editor: PhDs, master's theses, honour's theses, Q1 and Q2 papers Data analyst: R, Python, SPSS, STATA, PowerBI, Tableau | Survey & experimental data, Business reports, UX research, A/B testing, Econometrics, Biostatistics, Medical data, Text analysis, and much more. I always deliver excellent work, on time, and with the possibility of explanations and modifications. You can always reach me (within 6-8 hours at most), and I will make sure you are satisfied with my work every step of the way.

I am an experienced researcher in the area of psychology and social sciences with more than two decades of experience in doing research, leading research teams, and teaching statistics, psychometrics, and research methodology. - I design research studies, do statistical analysis of your data, and present the results in the format you need them. - If you need consultations on research methodology, research design, data analysis, getting insights from your data, preparing a project or presenting results, I can help. - An experienced psychometrician, I design questionnaires and scales, do analyses of responses and answers, and help you draw correct conclusions from the data. - I review both AI-generated and human-created work, ensuring that methods, assumptions, and conclusions are statistically valid and logically sound. I can identify hidden errors, misinterpretations, and risks, providing clear guidance so decisions are based on reliable and defensible evidence. I work quickly and thoroughly, closely following the requirements of the client. The quality of my work and the satisfaction of my clients are always my top priorities. I hold a PhD in psychology and work as a university professor. My fortes include research methodology, psychometrics, statistical analysis, and cross-cultural assessment, but also market research. I authored and coauthored a number of scientific papers and scientific books, some of them published by top-tier academic publishers. For 8 years, I have been the editor-in-chief of a SSCI-referenced journal in psychology, the most influential scientific journal in my part of the world. I have extensive experience editing and preparing scientific papers in various roles in scientific journals. I also enjoy writing on science topics for nonacademic audiences and am quite good at it. Some of my recent publications in the English language include: Hedrih, V. (2020). Adapting Psychological Tests and Measurement Instruments for Cross-Cultural Research: An Introduction (1st Edition). Routledge, Taylor&Francis Group. Hedrih, V., & Hedrih, A. (2022). Interpreting Statistics for Beginners : a Guide for Behavioural and Social Scientists. Routledge, Taylor&Francis Group..