Introduction
Overview.
I'm a Maths and Physics Graduate from the University of Warwick, who is passionate about exploring the intersections of physics, mathematics, machine learning and engineering. I have hands-on experience in quantitative research and trading, which has honed my analytical skills and deepened my understanding of financial markets. My software development expertise is particularly strong in machine learning and natural language processing, where I excel in creating innovative solutions to complex problems. I am a quick learner and thrive in collaborative environments, consistently delivering efficient, scalable, and impactful results. Let's connect and explore how we can leverage cutting-edge technology to tackle exciting challenges!
Mathematics
Physics
Machine Learning
Engineering
What I have done so far
Experience.
Quantitative Research Intern
Level2
- Completed practical training in quantitative trading, technical analysis, strategy research, and intraday trading of US equities.
- Developed and deployed automated trading strategies and competed in virtual trading challenges.
- Finished as one of the top traders, achieving a return of 12.93% whilst generating $12 926.86 in profit with an average Sharpe ratio of 2.55.
Nuclear Physics Research Intern
Temple University
- Investigated hadron structures using lattice QCD for numerical simulations, focusing on analyzing data to determine the energy spectrum of momentum-boosted states of the pion.
Visiting Scholar
Hauser Research Group, University of Alabama
- Work with the Hauser Research Group on the design of low entropy alloys for atomically ordered complex materials, using computationial density functional theory via Quantum Espresso to study the crystalline and electronic structure of novel Heusler compounds.
Head of Programming
Warwick Student Cinema
- Responsible for booking all films, maintaining professional relationships with over 40 film distributors & training new projectionists.
- Created an award-nominated programme that increased attendance by 150% resulting in the cinema's most financially successful year since 2016.
Grader
Online Physics Olympiad
- Developed solutions for and graded the final paper of the Physics Olympiad covering Astrodynamics, Complex Analysis and General Relativity.
Physics Student Ambassador
University of Warwick
- Represented the Physics Department at open days by liaising with prospective students, and directing tours of campus.
Head of Talks
Warwick Artificial Intelligence
- Organized and hosted talks and interviews from leading AI researchers.
- Taught a course on Python and wrote articles about Quantum Machine Learning and the use of Generative AI to prove theorems in mathematics.
Undergraduate Research Intern
Old Dominion University
- Investigated and authored a research paper on utilizing machine learning algorithms to classify nuclear physics optics patterns from spectrometers at Jefferson Laboratory.
My skills
Technologies.
My work
Projects.
Following projects showcases my skills and experience through real-world examples of my work. Each project is briefly described with links to code repositories and live demos in it. It reflects my ability to solve complex problems, work with different technologies, and manage projects effectively.
Convolutional Neural Networks for Nuclear Physics Research
Used neural networks to classify spectrometer optical patterns from spectrometers at Hall C of Jefferson Laboratory.
#TensorFlow
Gesture Controlled Drone
Used Pose Estimation and OpenCV to control the movement of a drone using hand gestures. The system tracks and interprets hand positions and movements in real-time, allowing the use to interact with the drone.
#TensorFlow
#OpenCV
Machine Learning for Financial Sentiment Analysis
Used NLP to interpret & classify financial statements.
#Perceiver IO
KanyAI West
I am currently coding a program that raps and sounds similar to Kanye West.
#PyTorch
Piezoelectric Shoes
Building shoes that use piezoelectric crystals to test whether it is viable to use shoes to generate electrcity as you walk.
#Python
Gasification and the use of synthetic gas as a fuel
For the Science Expo, I built a wood gasifier using household materials and tested thte efficiency of the synthetic gas produced.
#Python
Magnetometry with spin qubits in diamond
For my final year project, I built a nitrogen-vacancy center diamond magnetometer using high-powered LEDs, achieving a sensitivity of (1.42 ± 0.25) µT/√Hz in the (3–13) Hz frequency range.
#Origin
Monte Carlo Methods
Used Monte Carlo Methods to estimate the value of pi, estimate the value of integrals and estimate stock price movements using random walk theory.
#Python
What I've Learnt
Education.
University
I graduated from the University of Warwick with a Bachelor of Science (with Honours) in Mathematics and Physics.
Activities and Societies: Warwick AI, Warwick Robotics, Warwick Student Cinema, Warwick Aerospace, Warwick Calisthenics.
Awards and Achievements: Awarded Warwick Global Excellence Scholarship (£39000), Elected Head of Programming at Warwick Student Cinema (22-23 and 23-24), Elected Head of Talks at Warwick Artificial Intelligence (21-22 and 22-23).
High School
I completed Cambridge International A Levels at St John's College receiving A*A*A*A in Further Mathematics, Mathematics, Chemistry and Physics.
Activities and Societies: Wind Band, Saxophone quartet, Classic Film Club, Library Monitor, Current Affairs Club.
Awards and Achievements: Awarded Cambridge Academic Honours, Invited to participate in the ABRSM Global High Scorer Concert, Elected Head of Music for my House, Ranked 5th out of 50 students, Received silver certificate in English Olympiad 2020, Top in Biology 2018.
Miscellaneous
I completed the 2021 Qiskit Global Summer School on Quantum Machine Learning , achieving a final grade of 96%.
I completed the 2022 Qiskit Global Summer School on Quantum Simulations focusing on quantum simulations using noisy intermediate-scale quantum hardware.
I competed in the IBM Quantum Challenge and earned an Intermediate Badge for completing 4/5 of the quantum programming challenges.
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