Open to opportunities

Allan Erissat

@allanerissat

Message

Analytical automation engineer specializing in machine learning solutions.

Kenya

Message

What I'm looking for

I seek a role that fosters innovation and allows me to leverage my analytical skills in impactful projects.

I am a Machine Learning and Automation Engineer with a strong focus on applying analytical tools to solve complex problems in corporate and industrial sectors. My professional journey has involved developing predictive analysis models and automation solutions that drive measurable progress. I thrive on challenges and am dedicated to achieving robust outcomes through innovative approaches.

Throughout my career, I have gained valuable experience in machine learning and quantitative finance. At NateConsultancyLTD, I utilized data science to generate forecasts for various socio-economic events, while at WorldQuantBRAIN, I ranked second in a hackathon, leading to a consultancy position where I developed trading algorithms that were published and validated. My academic background in Mathematics and Computer Science has equipped me with the skills necessary to excel in these roles.

Experience

Work history, roles, and key accomplishments

Current

Machine Learning and Automation Engineer

Current

NateConsultancyLTD

Jul 2024 - Present (1 year)

Utilized data science and machine learning to generate forecasts for sports and socio-economic events, co-creating and maintaining https://tipsmoto.co.ke/. Managed and analyzed SMS messaging for user engagement, and developed reliable user recommendation algorithms for an escrow solution.

Predictive Analysis Quantitative Analysis Mathematical Modeling Data Science Machine Learning

De-Fi Researcher, Scientific Programmer

Safariblocks

Sep 2021 - Present (3 years 10 months)

Recruited to develop and construct an automated market maker (AMM) for the JASIRI protocol, researching and combining features of constant product and constant sum market makers. Created agent-based models and simulated AMM behavior under various market conditions, co-publishing the whitepaper for the JASIRI Protocol.

Blockchain

Quantitative Finance Analyst

WorldQuantBRAIN

Oct 2023 - Present (1 year 9 months)

Gained a consultancy position after ranking second in a hackathon, researching and coding algorithms for trading American, European, and Asian stock markets. Published 48 alphas (trading algorithms with backtest-validated profit over stock indices), the most by a JKUAT student.

Quantitative Finance Algorithm Development

Intern, Venture Capital

igniteXLVentureCapital

Jan 2024 - Present (1 year 6 months)

Sourced potential portfolio companies and researched assigned startups using a prompt engineering template. Developed and presented an investment thesis, proposing a sustainable financial model by analyzing LTV and suggesting ways to reduce CAC.

Venture Capital Investment Analysis Financial Modeling Market Research Due Diligence

Education

Degrees, certifications, and relevant coursework

Jomo Kenyatta University of Agriculture and Technology

Bachelor's Degree in Mathematics and Computer Science, Mathematics and Computer Science

Specialized in applied mathematics and statistics. Completed a final year project under Dr. Edward Richard, Ph.D., on a mathematical model of the effectiveness of handwashing in controlling cholera transmission in communities with a shared water source in Kenya.

IBM Quantum

Certification, Quantum Computing

Developed an understanding of quantum computing algorithms. Created quantum computing applications and ran them on IBM computers remotely. Now a certified quantum computing practitioner.