Samarth D.

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.

Since joining GoStudent back in April 2023, I’ve had the incredible privilege of tutoring for over two years — and what a journey it has been! In that time, I’ve not only grown as a teacher but also as a communicator, motivator, and lifelong learner. My lessons are anything but “one-size-fits-all.” Every session is designed to spark curiosity, encourage outside-the-box thinking, and make learning genuinely enjoyable. I love giving students (and their families) the chance to shape the direction of our lessons — because when learning feels personal, progress happens naturally. For me, the most rewarding part of tutoring is watching students go from “I can’t” to “I can.” Whether it’s tackling tricky topics, preparing for exams, or simply rediscovering a love for learning, I’m here to celebrate every step forward and keep that momentum going. I studied at the UCL School of Pharmacy, where I am currently preparing to sit my final MPharm exams following a recent gap period. In October 2022, I proudly graduated with a First-Class MSci in Pharmaceutical Studies, a course that challenged me academically while also sparking my curiosity for problem-solving and research. Beyond the textbooks, I’ve always believed that learning should be creative and enjoyable. That’s why you’ll often find me making colourful, artsy study notes (which are slowly turning into a revision blog!), or bringing a creative twist into my lessons to help tricky concepts click. My education hasn’t just been about exams and grades — it’s also taught me how to stay curious, resilient, and open-minded, and I try to pass that on to every student I work with.

Hi! I’m Surabhi - I love helping students not just understand their subjects, but actually enjoy learning. I focus on building confidence, finding the right approach for each person, and making lessons engaging and interactive. I’m patient, approachable, and always happy to answer questions, no matter how small or silly they may sound :) Outside of tutoring, I enjoy reading, art and dance! All of which helps me bring a bit of creativity into our sessions. Over the course of my education, I have developed strong knowledge in Economics but even more in English Literature - a subject I am highly passionate about, alongside effective study strategies that I now enjoy sharing with others. I have experience supporting peers through informal tutoring and study groups, helping them build confidence.

Primary school / 11+ : English + exam prep GCSE: English language (paper 2 prep) A level : English language (paper 1 prep) Content, structure, writing, grammar, language development specialist :) Exam board prep: AQA, Edexcel Experience with: KS1, KS2, SATs, KS3, GCSE Languages: English preferred student age group : primary ages - GCSE (6-16) I am a masters of Science graduate at the University of Kent :) I love going to the gym and keeping fit, a healthy body creates a healthy mind! I have a big passion for anything crime related as my career is also something I admire personally, and drives me to want to succeed. I enjoy going on adventures and any spontaneous activities for a thrill.