Lee Hodg

Lee Hodgkinson

About Me

PhD Maths, Data Science, Software
Me

Applied Mathematician - Data Scientist - Senior Software Developer

I have a PhD in Applied Mathematics and also won a prestigious EPSRC doctoral prize. I have strong knowledge of Linear Algebra, Multi-variate Calculus, Advanced Statistics and Deep Learning. I'm always learning and expanding my expertise. More than this, however, and owing to my 8 years experience as a Senior Python Developer, I also bring the ability to write scalable, well-tested, production-ready and clean Pythonic code. Plus battle-tested expertise across the Python ecosystem and its various libraries and frameworks. I'm very familiar with Tensorflow, PyTorch, NumPy, Pandas, Scikit-Learn, Django, Flask, Scrapy, REST APIs and more. I've worked on apps with tens of thousands of users as the lead developer, and am comfortable with cloud technologies such as AWS and similar.

  • Age 37
  • Residence United Kingdom
  • Address London, United Kingdom
  • e-mail lee@logicon.io
  • Freelance Available

Services

REST APIs

REST APIs

I have a lot of experience building REST APIs for mobile apps and web. I've used mostly Django REST Framework, but also FAST API and sometimes node.js

Web Scraping

Web Scraping

Building large scale web crawlers, ban avoidance techniques, ensuring data integrity and cleaning. ETL Piplines.

Python

Python

I've worked with Python for 8 years and used widely and deeply most libraries and frameworks, and most of the features of the language. I can provide you with clean, efficient, well-documented and unit-tested code.

Machine learning

Machine learning

Machine Learning: CNNs, RNNs, Transformers, Keras, Tensorflow, PyTorch

Clients

Marcel Icon
Tickerface Icon
Evopricing Icon
NSA Icon
Dooster Icon
Clandestine Brewing

Testimonials

Fun Facts

Happy Clients

20+

Years as a developer

8

Awards Won

3

Coffee Consumed

20,000

Resume

8 Years of Experience

Courses

2021

Fundamentals of Statistics

edX - MIT

2021

Kotlin Android Developer

Udacity - Nanodegree

2021

Data Scientist

Udacity - Nanodegree

2020

AI For Trading

Udacity - Nanodegree

2020

Tensorflow developer professional certificate

Coursera

2020

Deep learning specialization

Coursera

2020

Machine learning

Coursera

Prizes

2013

EPSRC Doctoral Prize

Top 10-15% of EPSRC-funded students

2012

Universitas 21

Scholarship to visit UBC

2007

Platt Prize

University of Manchester

Awarded for outstanding achievement in a Master's degree

Education

2013

PhD Applied Mathematics

University of Nottingham

Particle detectors in curved spacetime quantum field theory. Relevant lecture courses: QFT, Black Holes, Differential Geometry

2007

M.Phys. Theoretical Physics (1st class)

University of Manchester

Reinstating the ‘no-lose’ theorem for NMSSM Higgs discovery at the LHC

Experience

2018-2022

Lead backend developer

Marcel

Developed from zero the backend API for a mobile-first marketplace growing to ~100k users. Marcel allows artists to get discovered and sell their artwork.

2019-2020

Senior Backend Developer

Northshore Automation

Backend development of middleware, custom programming, and scripting for a Media Asset Management system. Using Celery, Python, Flask, Mongodb, Docker.

2018-2019

Tickerface

Backend developer

Developed the DRF API for a mobile social-shopping application, and helped showcase it in Lisbon WebSummit 2018.

2015-2018

Evopricing

Backend developer

Developed a Django UI that allowed visual training of "smart" scraping bots, email alerting, scheduling. Large scale parallel scraping and cleaning/wrangling of huge datasets, along with ban avoidance techniques.

2014-2015

Clandestine Brewing

Backend developer

Developed a Django based website for a Californian microbrewery

2014-2016

Dooster

Backend developer

GTD Django-driven website.

Data Science

Python

Tensorflow

Deep Learning

Statistics

Keras

NLP

CNNs

LSTMs

ETL Pipelines

Coding Skills

Django

REST APIs

Django Rest Framework

Flask

AWS

Postgres

Kotlin

C++

Node.js

Publications

2014

Static detectors and circular-geodesic detectors on the Schwarzschild black hole

Physical Review D

2014

Unruh-DeWitt detector response along static and circular-geodesic trajectories for Schwarzschild–anti-de Sitter black holes

Physical Review D

2014

Unruh-DeWitt detector on the BTZ black hole

Relativity and Gravitation

2012

Static, stationary, and inertial Unruh-DeWitt detectors on the BTZ black hole

Physical Review D

2012

How often does the Unruh-DeWitt detector click beyond four dimensions?

Journal of mathematical physics

2007

Reinstating theno-lose'theorem for NMSSM Higgs discovery at the LHC

Journal of High Energy Physics

Portfolio

My Best Works
Fair Trade Coffee Supply Chain DApp
Fair Trade Coffee Supply Chain DApp
blockchain, crypto
Udacity Disaster Response
Udacity Disaster Response
Machine Learning
NFT Star Repository
NFT Star Repository
crypto
Covid-19 Study
Covid-19 Study
Machine Learning
Starbucks – Advert targeting
Starbucks – Advert targeting
Machine Learning
QTierna
QTierna
freelance
Crypto Oracle
Crypto Oracle
Machine Learning
IBM Watson Recommendations
IBM Watson Recommendations
Machine Learning
Disaster Response Pipeline
Disaster Response Pipeline
Sossego – Android
Sossego – Android
freelance
Improvise Jazz Solo LSTM
Improvise Jazz Solo LSTM
Machine Learning
Character level language model – Dinosaurus Island
Character level language model – Dinosaurus Island
Machine Learning
Building an RNN
Building an RNN
Machine Learning
Neural Style Transfer
Neural Style Transfer
Machine Learning
Car detection with YOLO
Car detection with YOLO
Machine Learning
Sign Language Recognition
Sign Language Recognition
Machine Learning
CNN From Scratch
CNN From Scratch
Machine Learning
Optimizing Gradient Descent
Optimizing Gradient Descent
Machine Learning
Initialisation, Regularisation, Gradient Checking
Initialisation, Regularisation, Gradient Checking
Machine Learning
Deep Neural Network
Deep Neural Network
Machine Learning
Neural Network With Hidden Layer
Neural Network With Hidden Layer
Machine Learning
Logistic Regression Cat Classifier
Logistic Regression Cat Classifier
Machine Learning
Componentality
Componentality
freelance
Imagency
Imagency
freelance
Chabadog – Modizy
Chabadog – Modizy
freelance
Oddsbot
Oddsbot
freelance
Singularity
Singularity
freelance
Dooster
Dooster
freelance
Private Blockchain POC
Private Blockchain POC
crypto
North shore automation
North shore automation
freelance
Marcel
Marcel
freelance
Clandestine
Clandestine
freelance
Evopricing
Evopricing
freelance
Tickerface
Tickerface
freelance

Contact

Get in Touch

Get in Touch

Please get in touch if you'd like to work with me.

London, UK
lee@logicon.io
Freelance Available

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