Nicole G.

Growing up in a part of Ireland rich in natural beauty, I developed a passion for hiking and camping, along with music on the Uillean pipes, Violin and piano. I enjoy language learning: specifically Spanish and Russian. Naturally, my main focus is Physics, which provides a constant challenge with every strange concept introduced I attended St. Michaels College, Enniskillen for my GCSE's, of which I obtained 8 A*s and 1 A, before switching to Enniskillen Royal Grammar School in order to pursue Further Maths. Here I obtained an A*A*A* grade in Maths, Physics, and Further Maths. I’m currently studying a Physics degree at the University of Edinburgh

Hello! I'm a passionate and dedicated tutor currently pursuing my MSc in Financial Mathematics at the University of Birmingham. Previously, I was working full-time as a Quantitative Analyst at a Market Maker / Hedge Fund and spent time working in Venture Capital also. My journey into the world of advanced mathematics has been driven by a relentless desire to understand complex systems from the ground up, a mindset I'm excited to share with my students. My academic foundation is a BEng in Electrical & Electronic Engineering from the University of Southampton, but my learning truly accelerated during my 13 months in my previous role at a fast-paced market maker. This experience was a crucible, teaching me not just the theory but how to apply mathematical and computational skills under intense, real-world pressure. It's this unique blend of academic rigour and practical, hard-won experience that shapes my teaching. I know what it feels like to grapple with challenging material, and I believe that anyone can achieve mastery with the right guidance and a resilient mindset. My goal is to be more than just a tutor; I aim to be a coach and a mentor, helping you build not only your knowledge but also the confidence and problem-solving skills to succeed in your exams and beyond. Education: • MSc Financial Engineering, University of Birmingham, Incoming, Sep 2025 - Aug 2026 • BEng Electrical & Electronic Engineering, University of Southampton, 2:1, Oct 2021 - Aug 2024 Experience: Trireme Market Maker, Incubation Analyst, Jul 2024 - Jun 2025: • Co-led an incubation cohort of 10+ pre-trading Web3 start-ups, varying from: Infrastructure (L1s and L2s), DeFi (Yield Protocols, Liquidity Markets, DePiN and Artificial Intelligence. • Conducted daily market macro and exchange analysis, building and deploying models to help determine which CEXs are the most desirable for specific clients along with determining optimal listing times. Trireme Market Maker, Quantitative Analyst Internship, Jun-Jun 2024: • Gathered data from 5+ APIs, such as MEXC, Gate.IO and Kucoin for future listing volume forecasting on the previously mentioned CEXs and employed Python multiprocessing libraries and utilised vectorisation with NumPy and Pandas to efficiently clean and standardise data. • Built and deployed high-accuracy volume prediction models (Random Forest and XGBoost) for the first 5, 15 and 30 minutes of trading on newly listed client tokens, providing valuable insights for traders. • Built and deployed 2, 3 and 4 state Hidden Markov Models to forecast the future state/market regime of Bitcoin to understand the state distributions of each given state with the goal of determining the correlations between states. J.P Morgan Chase & Co, Quantitative Researcher Internship, Jul 2023-Aug 2023: • Supported with research in interest rate derivatives trading across EMEA and APAC markets, focusing on options pricing models and volatility surface construction for complex derivative instruments including caps, floors, and swaptions. • Collaborated on non-linear rates product development and risk management, implementing statistical models and time series analysis to support trading strategies and hedge effectiveness testing for interest rate exposure. • Conducted daily market data analysis and model validation processes, utilising Python and statistical libraries to maintain pricing accuracy and risk metrics for the derivatives book.

Hi, I’m Ade – GCSE Tutor (Maths and Science) I’m a graduate in IT Management for Business, and I offer tutoring in GCSE Maths and Science. With a strong academic background and a passion for helping others, I aim to make learning more approachable and less stressful for students. My sessions are tailored to each student’s needs—whether that’s boosting confidence, preparing for exams, or simply making tricky topics easier to understand. I focus on building a solid foundation while keeping lessons clear, engaging, and supportive. As someone who’s been through the GCSE journey myself, I know how important it is to have a tutor who’s patient, relatable, and explains things in a way that makes sense. I aim to create a comfortable space where students can ask questions freely and feel motivated to do their best. Outside of tutoring, I enjoy football, gaming, and all things tech—so I like to bring a bit of fun and real-world relevance to my sessions too. I completed my IT Management for Business degree with a 2:1 classification. The course combined maths, science, and business, giving me a strong mix of technical and practical knowledge. During my studies, I gained experience using IT systems, managing projects, analysing data, and improving business processes. I learned how technology, maths, and science can work together to help organisations make better decisions. I also took part in team projects that were based on real business situations. Some of the modules I did well in included Systems Analysis & Design, Business Intelligence, Strategic IT Management, and Quantitative Methods. These helped me improve my problem-solving and analytical skills and understand how to create solutions that meet people’s needs. My degree also improved my communication and critical thinking, which I now use to explain maths and science topics clearly when supporting students.

Hi, I’m Han! I have been a tutor for 6 years and I teach: 11+ preparation, Mathematics (up to GCSE) Chemistry (up to A- Level), English (up to KS3) Science (up to KS3). Whilst my mother tongue is English, I can speak and understand Korean to an intermediate level. My academic qualifications include: passing my 11+ exams, 10 GCSEs including A* grades in Chemistry and Mathematics and B grades in English Language and Liturature. I also have 3 A Levels at Grade B, including Mathematics and Chemistry. Furthermore, I have graduated university with a bachelors degree in chemistry.