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Hire infoways9
Hello! I'm Tayyaba Aijaz – your go-to freelancer for high-quality, results-driven writing. With over 10 years of experience and more than 500 glowing reviews, I’ve helped businesses and individuals create powerful, persuasive content that gets noticed. What I Can Do for You: ✅ eBook Writing & Design: Struggling to...Hello! I'm Tayyaba Aijaz – your go-to freelancer for high-quality, results-driven writing. With over 10 years of experience and more than 500 glowing reviews, I’ve helped businesses and individuals create powerful, persuasive content that gets noticed. What I Can Do for You: ✅ eBook Writing & Design: Struggling to turn your ideas into a captivating eBook? I’ll craft a compelling narrative and provide a polished design that makes your book a joy to read and look at. ✅ Wikipedia Publishing: Need to establish a credible online presence? I’ll create well-researched, engaging Wikipedia articles that meet all platform standards. ✅ Articles & Blogs: Don’t have time to keep your content fresh? I write SEO-optimized articles and blogs that drive traffic, engage readers, and improve your brand visibility. ✅ Website Content & Copywriting: Feeling like your website isn’t converting? I’ll write persuasive copy that resonates with your audience and turns visits into action. ✅ Business Plans & Pitch Decks: Looking for funding or strategic growth? I craft business plans and pitch decks that impress investors and guide successful business decisions. Why Choose Me? ✅ Proven Expertise: I’ve helped countless startups and established businesses succeed with tailor-made content that speaks to their audience’s needs. ✅ Reliability: With a 99% completion rate and over 500 reviews, I’m committed to delivering top-notch results on time. ✅ Creative Solutions: Every project gets my full attention, ensuring your vision is brought to life with engaging and professional content. Ready to Take Your Content to the Next Level? Let’s collaborate! Whether you need a powerful eBook, a strategic business plan, or persuasive website copy, I’m here to turn your ideas into content that stands out and drives results. less -
Hire hudex
Welcome to my comprehensive service! i am a professional with expertise spanning Electrical Engineering, Data Science, Computer Science, Statistics, Data Analysis, Mathematics, Business Analysis, and Case Studies and every type of legal law and dedicated to empowering students and professionals to excel in these...Welcome to my comprehensive service! i am a professional with expertise spanning Electrical Engineering, Data Science, Computer Science, Statistics, Data Analysis, Mathematics, Business Analysis, and Case Studies and every type of legal law and dedicated to empowering students and professionals to excel in these multifaceted domains. Profile Summary: ? Electrical Expertise: have a profound understanding of electrical engineering principles, from circuit analysis to power systems, ensuring a solid foundation for your electrical studies and also of structural and autocad drawing engineering and caluculations. Data Science Proficiency: specialize in data science, machine learning, and data analysis, providing guidance from basic concepts to advanced techniques that are essential in today's data-driven world. Computer Science Mastery: computer science tutor cover a wide range of programming languages and concepts, including algorithms, software development, and system design, giving you a holistic understanding of the field. Statistics and Data Analysis: excel in statistics and data analysis, helping you make sense of data, conduct meaningful research, and draw insightful conclusions medical billing and alaysis. Mathematics Excellence: mathematics offer comprehensive support in various mathematical topics, from calculus to linear algebra, enhancing your mathematical reasoning and problem-solving abilities. Business Analysis: bring business analysis expertise to the table, helping you understand business processes, identify opportunities for improvement, and make informed decisions. ? Case Study Proficiency: well-versed in case study analysis, providing guidance on dissecting complex business scenarios, conducting in-depth research, and presenting effective solutions. Our Approach: Customized Learning: tailor sessions to your unique requirements, ensuring that you gain a deep understanding of the subjects and their practical applications. Practical Application: emphasize real-world applications in teaching, allowing you to bridge the gap between theory and practice effectively. Results-Oriented: Your success is primary goal, and are committed to helping you achieve your academic and professional aspirations. Lifelong Learning: believe in continuous learning and stay updated with the latest developments in fields to provide you with the most relevant and cutting-edge knowledge. Whether you are a student aiming to excel in coursework, a professional seeking to enhance your skill set, or an individual passionate about learning more about these diverse fields, dedicated guides on this educational journey. Unlock your full potential with expert tutor and elevate your knowledge and skills across Electrical Engineering, Data Science, Computer Science, Statistics, Data Analysis, Mathematics, Business Analysis, and Case Studies and every type of legal laws and help. Contact today to embark on a transformative learning experience with me! less -
Hire QualityHub
I DON’T JUST WRITE CONTENT — I TURN IDEAS, RESEARCH, AND INFORMATION INTO WORK THAT MAKES AN IMPACT. With 7+ years of professional writing experience and 3,000+ clients served, I help businesses, professionals, researchers, students, and entrepreneurs turn their ideas into clear, compelling, well-researched, and...I DON’T JUST WRITE CONTENT — I TURN IDEAS, RESEARCH, AND INFORMATION INTO WORK THAT MAKES AN IMPACT. With 7+ years of professional writing experience and 3,000+ clients served, I help businesses, professionals, researchers, students, and entrepreneurs turn their ideas into clear, compelling, well-researched, and professionally presented content. From a high-ranking SEO article to a detailed business report, academic research paper, technical document, presentation, or polished resume — I combine research, writing expertise, attention to detail, and a client-focused approach to deliver work that meets the purpose behind every project. What I Do ✅ SEO Blogs & Articles ✅ Business & Finance Writing ✅ Academic & Research Writing ✅ Technical & Legal Documents ✅ Resumes, CVs & Cover Letters ✅ PowerPoint Presentations ✅ Editing, Rewriting & Paraphrasing 💡 ONE FREELANCER. MULTIPLE WRITING SOLUTIONS. Whether you need content that attracts readers, research that communicates effectively, business documents that support decisions, or professional writing that represents you well, I’m here to help. Have a project in mind? Let’s turn it into polished, professional work. Message me today and let’s get started. less -
Hire belarjsoufiane20
belarjsoufiane20 belarjsoufiane20
$20 USD / hour
Senior Data Analyst / Statistician / BI specialistMoroccoIm a Statistician and Data Analyst with 7+ years of experience turning complex datasets into clear, actionable insights. I specialize in statistical analysis, data cleaning, predictive modeling, business intelligence, and research data analysis using Python, R, Excel, Power BI, SPSS, and SQL. What I can help you...Im a Statistician and Data Analyst with 7+ years of experience turning complex datasets into clear, actionable insights. I specialize in statistical analysis, data cleaning, predictive modeling, business intelligence, and research data analysis using Python, R, Excel, Power BI, SPSS, and SQL. What I can help you with Data cleaning, transformation and quality checks Exploratory and descriptive data analysis Hypothesis testing, ANOVA, t-tests, regression and correlation Predictive modeling and machine learning Customer segmentation and clustering Excel automation, formulas, dashboards and reporting Power BI dashboards and interactive business reports Survey and research data analysis using SPSS/R/Python Statistical modeling and interpretation Data visualization and executive reporting My typical workflow 1. Understand the business or research question 2. Clean, validate and structure the data 3. Select the appropriate statistical or analytical methodology 4. Perform the analysis/modeling 5. Validate the results and check assumptions 6. Build clear visualizations and dashboards 7. Deliver well-documented, reusable outputs I focus not only on producing numbers, but on making the results understandable and useful for decision-making. Whether you need a one-time analysis, a Power BI dashboard, an Excel reporting system, or a reusable Python/R analytical workflow, I can take the project from raw data to final insights. Available for both short-term projects and long-term analytical support. less -
Hire maxscender
I’m a Software Engineer with a Ph.D. in Computer Science, specializing in system architecture, machine learning/AI, advanced web scraping, and algorithmic trading. With expertise ranging from high-level web services (Python) to low-level system programming (C/C++), I help clients collect complex data, build reliable...I’m a Software Engineer with a Ph.D. in Computer Science, specializing in system architecture, machine learning/AI, advanced web scraping, and algorithmic trading. With expertise ranging from high-level web services (Python) to low-level system programming (C/C++), I help clients collect complex data, build reliable backend systems, and develop intelligent models that deliver measurable results. What I Can Do: 🟣 SOFTWARE ENGINEERING & ARCHITECTURE * Python, C, C++, C#, Java, PHP, Javascript, Rust, Go. * Desktop Applications Development. * Raspberry Pi programming, hardware-software integration, and edge-device deployment. * Backend Development: REST/GraphQL APIs, authentication/authorization, role-based access. 🔴 REVERSE ENGINEERING & LOW-LEVEL SYSTEMS * Reverse engineering: binary analysis, disassembly, decompilation, protocol reverse engineering * Static & dynamic analysis: IDA Pro, Ghidra, x64dbg, OllyDbg * Malware analysis, unpacking, and code inspection * Memory forensics and runtime debugging 🟠 ALGORITHMIC TRADING & QUANTITATIVE DEV * Development of custom MetaTrader (MT5) Expert Advisors (EAs), custom indicators, and automated trading bots (MQL5). * Bridging Python-based ML/DL forecasting models with MT5 via APIs/sockets. 🟢 MACHINE LEARNING / DEEP LEARNING / AI * End-to-End ML Pipelines: Data collection → preprocessing → training → evaluation → deployment. * Ecosystems & Tools: PyTorch, TensorFlow, scikit-learn, and MATLAB for academic/engineering simulations. * Deep Learning & NLP: CNNs, RNNs/LSTMs, Transformers, text cleaning, embeddings, RAG with vector databases. * Time Series & Forecasting: Feature engineering, backtesting, and model comparison (highly applicable to financial data). 🟡 WEB SCRAPING & DATA EXTRACTION * Frameworks: Python with Scrapy, Selenium, Playwright, Seleniumbase, Pydoll, requests, curl_cff. * Anti-Bot & CAPTCHA: Bypassing complex modern web protections. 🔵 DATA ANALYSIS, ENGINEERING & VISUALIZATION * Data Engineering: ETL/ELT pipelines, batch/stream workflows, data modeling (star schema), warehousing basics. * Data Analysis: Exploratory analysis (EDA), KPI definition, insights, trend/segment analysis. * Data Cleaning & Preprocessing: Missing values, outliers, normalization, deduplication, validation rules. * Database Design: PostgreSQL/MySQL/SQLite, MongoDB; indexing, migrations, and optimization. less -
Hire TheSecondSource
Second Source is a technology and marketing services company with a distributed team of 60+ experienced professionals, supporting startups, agencies, and growing businesses worldwide. Our focus is not just on completing tasks, but on owning outcomes, timelines, and quality. Unlike single freelancers, we provide...Second Source is a technology and marketing services company with a distributed team of 60+ experienced professionals, supporting startups, agencies, and growing businesses worldwide. Our focus is not just on completing tasks, but on owning outcomes, timelines, and quality. Unlike single freelancers, we provide continuity, scalability, and accountability. Clients work with a single point of contact, backed by a specialized internal team, ensuring smooth communication and reliable execution even on long-term or multi-skill projects. 🔹 CORE SERVICES (TIGHTENED & PROFESSIONAL) Software & Web Development ✅Custom Web Applications (Laravel, PHP, ASP.NET) ✅WordPress, Shopify & Magento Solutions ✅Admin Panels, Dashboards & APIs ✅Scalable Database Design & Management Mobile App Development ✅Android & iOS Applications ✅Flutter (Cross-Platform) ✅Backend & Web Services Integration UI/UX & Design ✅High-converting Landing Pages ✅PSD/Figma to HTML ✅Brand-aligned Website & Newsletter Design Business Automation & Data ✅Excel Automation (Formulas, VBA, Macros) ✅Data Analysis & Workflow Optimization Marketing Services & Digital Growth ✅SEO (On-Page & Off-Page) ✅Performance-focused Website Optimization ✅Technical SEO for Web Apps ✅Graphics Design ✅Video Editing ✅Digital Ads - Meta, Tiktok, google and LinkedIn less -
Hire kaimenyijohn5
Lead Economics & Statistics MSc | Research Analyst | SPSS, STATA, NVIVO, R STUDIO, TABLEAU, MAXQDA, ATLAS.ti | Data Analysis | 1000+ Projects⭐⭐⭐⭐⭐ About Me⚖️ - MSc Economist & Statistician | Transforming Complex Data into Impactful Research and Publications -For over 15 years, I have partnered with academics, PhD...Lead Economics & Statistics MSc | Research Analyst | SPSS, STATA, NVIVO, R STUDIO, TABLEAU, MAXQDA, ATLAS.ti | Data Analysis | 1000+ Projects⭐⭐⭐⭐⭐ About Me⚖️ - MSc Economist & Statistician | Transforming Complex Data into Impactful Research and Publications -For over 15 years, I have partnered with academics, PhD researchers, and institutions to overcome their most complex data analysis and research writing challenges. -My specialty is in providing end-to-end support for quantitative research projects in Economics, Business, and the Social Sciences—from formulating hypotheses and cleaning datasets to running advanced statistical models in SPSS/STATA and writing up publication-ready results. How I Deliver Value to Your Project✍️: -Advanced Statistical Expertise: Proficient in regression analysis, hypothesis testing, data visualization, and interpretation using SPSS, STATA, R, TABLEAU and ATLAS.ti. I ensure your methodology and results are robust and defensible. -Academic Rigor, Client-Friendly Communication: I bridge the gap between complex statistical findings and clear, compelling academic writing. Your work will be meticulously sourced (APA, MLA, Chicago, Harvard) and structured for maximum impact. -A Proven Track Record of Success: I have successfully delivered 1000+ projects on Freelancer.com alone, maintaining a 4.9-⭐⭐⭐⭐⭐ rating by consistently exceeding expectations on tight deadlines. My Commitment: I am not just a writer✏️; I am a research partner. Your success is my priority, backed by unlimited revisions and a commitment to your complete satisfaction. -✨ Specialized Services for Academic & Professional Researchers Primary Services (My Core Expertise): -Quantitative Data Analysis (SPSS, STATA, R) -Thesis & Dissertation Chapters (Methodology, Analysis, Results) -Statistical Consulting & Model Interpretation -Literature Review & Research Proposals -Econometrics Reports & Financial Analysis -Data Visualization and PowerPoint presentations Secondary Services: -Academic Editing & Proofreading -Research Interview Transcription & Analysis Key Research Areas I Cover: -Economics | Econometrics | Business Management -Finance | Marketing | Sociology Why Partner With Me? ✅ Methodology Guarantee: I don't just write; I ensure your statistical analysis is sound, your data is interpreted correctly, and your research meets rigorous academic standards. ✅ Turnitin Report Provided: Every project includes a free plagiarism report for your peace of mind. ✅ Unlimited Revisions: Your complete satisfaction is my policy. We work together until the project meets your exact vision. ✅ Jedi-Level Communication: I provide consistent updates and am highly responsive to messages. You will never be left in the dark. Kindest Regards John K. less -
Hire HelpingHut
⭐⭐⭐ Start with the name of Allah who is the Most Merciful ⭐⭐⭐ 🌟 I’m Muhammad Ahmad. For 10+ years I’ve worked with undergrads, master’s candidates, and doctoral scholars—helping them move from messy notes to publishable prose without losing their own voice. How I can help 🖊️ 🔹 Research papers – restructure...⭐⭐⭐ Start with the name of Allah who is the Most Merciful ⭐⭐⭐ 🌟 I’m Muhammad Ahmad. For 10+ years I’ve worked with undergrads, master’s candidates, and doctoral scholars—helping them move from messy notes to publishable prose without losing their own voice. How I can help 🖊️ 🔹 Research papers – restructure sections, tighten literature reviews, align methods/results, prep for target journals. 🔹 Essays & coursework – develop thesis statements, build outlines, polish arguments, fix citations (APA/MLA/Chicago). 🔹 Theses & dissertations – chapter-by-chapter feedback, coherence checks, defense prep, timeline planning. 🔹 Discussion & position papers – sharpen claims, spot logical gaps, balance evidence, keep tone academic but lively. 🔹 Manuscript polishing – grammar, flow, journal formatting, cover-letter pointers. 🔹 Reports, summaries, lit notes – make them crisp, well-referenced, and easy for supervisors/examiners to follow. 🔹 Coaching sessions – 30‑ or 60‑min calls for planning, writer’s-block fixes, or quick review drills. ✔️ Rigorous research deserves equally rigorous presentation. Investing in careful editing and guided revision saves you time, strengthens reviewer confidence, and protects the credibility of your work. My role is to challenge your drafts constructively—so your arguments stand on their own, ethically and persuasively. ⚠️ Coaching/editing only—I don’t write assignments or complete homework.⚠️ less -
Hire mzdesmag
I have provided complete solutions to over 700 projects on freelancer and other platforms. I am rated 5 stars because of the quality work I provide. With my 9 years experience, I have provided a complete solution on: * Python, Matlab, R studio, C, C++, C#, OpenCV, OpenGL, Tesseract OCR, google vision, * Tradingview...I have provided complete solutions to over 700 projects on freelancer and other platforms. I am rated 5 stars because of the quality work I provide. With my 9 years experience, I have provided a complete solution on: * Python, Matlab, R studio, C, C++, C#, OpenCV, OpenGL, Tesseract OCR, google vision, * Tradingview in Pine script, Metatrader 4 and 5 in mql4 and mql5, Thinkorswim in Thinkscript, Ninjatrader 7/8 in Ninjascript, cTrader in cAlgo/cBot, Binance, Bybit, 3commas, Coinbase bot also * Statistical programming/R progamming data analysis Computing for Data Analysis Time Series & Econometric * Machine learning, AI, Deep learning, Matlab and Mathematica * 3D modeling, CAD, SolidWorks, Unity 3D, AutoCAD, 2D drawing, 2D drafting * Programming and web design: Flutter, React, Node.JS, SpringBoot, Frontend and Backend Development * PCB, Electronics, Arduino, Automation, Embedded and Firmware , IOT * Electrical/Mechanical Engineering, Embedded Systems Do not hesitate to contact me to discuss your project in detail and determine how my skills will positively contribute to your project, let my service makes a positive and lasting impression. EFFECTIVENESS AND EFFICIENCY IS KEY HERE!!! less -
Hire anumali0987
𝟏𝟓𝟎𝟎+ 𝗔𝗰𝗮𝗱𝗲𝗺𝗶𝗰 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀 𝗗𝗲𝗹𝗶𝘃𝗲𝗿𝗲𝗱 𝗦𝘂𝗰𝗰𝗲𝘀𝘀𝗳𝘂𝗹𝗹𝘆 𝟵𝟵%+ 𝗖𝗹𝗶𝗲𝗻𝘁 𝗦𝗮𝘁𝗶𝘀𝗳𝗮𝗰𝘁𝗶𝗼𝗻 𝘄𝗶𝘁𝗵 𝗛𝗶𝗴𝗵-𝗤𝘂𝗮𝗹𝗶𝘁𝘆, 𝗣𝘂𝗯𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻-𝗥𝗲𝗮𝗱𝘆 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝗘𝘅𝗽𝗲𝗿𝘁𝗶𝘀𝗲 𝗶𝗻 𝗣𝗵𝗗, 𝗠𝗮𝘀𝘁𝗲𝗿'𝘀, 𝗝𝗼𝘂𝗿𝗻𝗮𝗹 𝗣𝗮𝗽𝗲𝗿𝘀, 𝗦𝘆𝘀𝘁𝗲𝗺𝗮𝘁𝗶𝗰 𝗥𝗲𝘃𝗶𝗲𝘄𝘀 & 𝗗𝗶𝘀𝘀𝗲𝗿𝘁𝗮𝘁𝗶𝗼𝗻𝘀 𝗧𝘂𝗿𝗻𝗶𝘁𝗶𝗻, 𝗔𝗜 𝗗𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻, 𝗦𝘁𝗮𝘁𝗶𝘀𝘁𝗶𝗰𝗮𝗹 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀 & 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝗥𝗲𝗽𝗼𝗿𝘁𝗶𝗻𝗴 𝗜𝗻𝗰𝗹𝘂𝗱𝗲𝗱 I help students, researchers,...𝟏𝟓𝟎𝟎+ 𝗔𝗰𝗮𝗱𝗲𝗺𝗶𝗰 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀 𝗗𝗲𝗹𝗶𝘃𝗲𝗿𝗲𝗱 𝗦𝘂𝗰𝗰𝗲𝘀𝘀𝗳𝘂𝗹𝗹𝘆 𝟵𝟵%+ 𝗖𝗹𝗶𝗲𝗻𝘁 𝗦𝗮𝘁𝗶𝘀𝗳𝗮𝗰𝘁𝗶𝗼𝗻 𝘄𝗶𝘁𝗵 𝗛𝗶𝗴𝗵-𝗤𝘂𝗮𝗹𝗶𝘁𝘆, 𝗣𝘂𝗯𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻-𝗥𝗲𝗮𝗱𝘆 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝗘𝘅𝗽𝗲𝗿𝘁𝗶𝘀𝗲 𝗶𝗻 𝗣𝗵𝗗, 𝗠𝗮𝘀𝘁𝗲𝗿'𝘀, 𝗝𝗼𝘂𝗿𝗻𝗮𝗹 𝗣𝗮𝗽𝗲𝗿𝘀, 𝗦𝘆𝘀𝘁𝗲𝗺𝗮𝘁𝗶𝗰 𝗥𝗲𝘃𝗶𝗲𝘄𝘀 & 𝗗𝗶𝘀𝘀𝗲𝗿𝘁𝗮𝘁𝗶𝗼𝗻𝘀 𝗧𝘂𝗿𝗻𝗶𝘁𝗶𝗻, 𝗔𝗜 𝗗𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻, 𝗦𝘁𝗮𝘁𝗶𝘀𝘁𝗶𝗰𝗮𝗹 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀 & 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝗥𝗲𝗽𝗼𝗿𝘁𝗶𝗻𝗴 𝗜𝗻𝗰𝗹𝘂𝗱𝗲𝗱 I help students, researchers, universities, and professionals produce high-quality academic research that meets international publication and university standards. With over 10 years of experience in academic and research writing, I specialize in PhD dissertations, master's theses, journal articles, systematic literature reviews, research proposals, reports, and conference papers across multiple disciplines. RESEARCH SERVICES * PhD Dissertations and Thesis Writing * Master's Thesis and Capstone Projects * Systematic Literature Reviews (SLR) * Scoping Reviews and Meta-Analysis * Journal Articles and Research Papers * Research Proposals and Methodology Chapters * Literature Reviews and Theoretical Frameworks * Qualitative and Quantitative Research * Conference Papers and Academic Reports * Case Studies and Academic Essays * Proofreading, Editing, and Academic Formatting DATA ANALYSIS & RESEARCH TOOLS * SPSS Statistical Analysis * Python-Based Data Analysis * R Programming Analysis * SmartPLS (PLS-SEM) * NVivo Qualitative Analysis * Excel Data Analysis and Visualization * Regression Analysis * Hypothesis Testing * Correlation and ANOVA * Structural Equation Modeling (SEM) * Meta-Analysis and Bibliometric Analysis * Survey Design and Questionnaire Development WHAT YOU RECEIVE * 100% Original Research Content * Turnitin Plagiarism Report on Request * AI Detection Report on Request * Grammarly Premium Proofreading * Proper APA, Harvard, MLA, Chicago, IEEE Referencing * Publication-Ready Formatting * Tables, Figures, Charts, and Visualizations * Editable Word, Excel, PowerPoint, and Source Files * Unlimited Revisions Until Satisfaction * On-Time Delivery and Clear Communication WHY CLIENTS WORK WITH ME I have successfully completed research projects for undergraduate, master's, PhD, and professional researchers worldwide. My experience includes systematic reviews, empirical research, quantitative studies, qualitative studies, mixed-method research, publication support, and data-driven academic projects. I have worked extensively with healthcare, business, management, marketing, finance, information systems, artificial intelligence, data science, engineering, education, social sciences, and technology-related research. PhD Research Writer | Academic Researcher | Systematic Reviews | SPSS | Python | Turnitin Reports less
