Howdyy
My name is Frankline Oyolo, I’m an AWS Certified Solutions Architect Professional alongside Machine Learning Specialty with demonstrated experience Engineering ML Pipelines and leading development of scalable data-driven systems. I am fascinated by Theoretical computing like NP Algorithms Research and Quantum Computing.
Current Tech Stack
Projects
Lumibot_Algorithms
Since 2024
- Python
- Trading
- AWS
- Bash
- Sql
- AI
Lumibot HFT is an mplementation of high-frequency trading (HFT) bots that use various strategies, user predefined, to identify and execute trades on various stock tickers. The script executes minute-minute data, executes a strategy, and places buy or sell orders based on programmed conditions.
Lumibot HFT has the most stars yet in my repository and has the capability to do atleast 100k Trades per day!
TradeKernel-ArithmaX-Customized
2025
- C++/Assembly
- HFT OS
- Nanosecond Latency
- Kernel Bypass
Bare-metal deterministic trading OS with custom memory management and real-time scheduler for high-frequency trading systems.
FeenQR
2025
- C#
- Semantic Kernel
- AI Content Analysis
- Trading Signals
RAG system analyzing YouTube videos and market trends to generate algorithmic trading signals through NLP and ML pipelines.
TurboBook
2025
- C++
- Broker Websockets
- Order Book Imperfections
Real-time analysis platform detecting and exploiting price mismatches in equity/crypto order books using exchange APIs.
ArithmaxBots
2025
- Rust/Python
- Circuit Breakers
- Multi-Exchange Execution
Automated trading system with fail-safes for crypto/stock markets using Rust execution engine and Python signal layer.
VeriTrade
2025
- Verilog/VHDL
- FPGA Design
- Market Data Parsing
Low-latency hardware solutions for financial message processing using Xilinx FPGA platforms.
AnomalyMarkets
2025
- Python
- Data Visualization
- Order Book Anomalies
Real-time monitoring system detecting liquidity anomalies and unusual trading patterns across markets.
TradeKernel
2025
- Assembly/C++
- HFT OS
- Nanosecond Latency
- Bare-Metal
Deterministic trading OS with custom memory allocators and kernel bypass for sub-microsecond order execution.
hft-fpga-accelerator
2025
- Verilog/VHDL
- CUDA
- Market Data Parsing
- FPGA
Hardware-accelerated infrastructure for parsing 1M+ market messages/sec using Xilinx FPGAs and CUDA kernels.
LeanBacktester
2025
- Python
- Quant Connect
- Slippage Modeling
- Risk Engine
Unified backtesting framework supporting multiple asset classes with customizable transaction cost simulations.
ResearchBank
2025
- TeX
- Financial Research
- Market Strategy Papers
Collection of white papers and quantitative models covering volatility forecasting and cross-asset correlation studies.
DSA
2025
- Jupyter Notebook
- Algorithms
- C/Java/Python
Interactive implementations of advanced graph algorithms and computational geometry problems.
SERSi
2025
- Python
- NASA Data
- Planetary Science
- Albedo
Algorithm correcting radiation-distorted albedo measurements for exoplanet habitability analysis.
Frankline_LP_Crypto_Investments
2025
- Python
- Crypto Strategies
- Binance API
- Ghost Patterns
Research on liquidity pool anomalies and MEV opportunities in decentralized exchanges.
preface_tutoring
2025
- Teacher Training
- EdTech Documentation
Certification materials and pedagogical frameworks for AI-assisted STEM tutoring platforms.
ArithmaX_website
2025
- HTML
- Web Development
- Namecheap Hosting
Corporate landing page showcasing research capabilities and investor partnership opportunities.
FPGA Algorithmic Trading
2024
- CuPy
- Numba
- GPU
- Bash
- Python
- AI
Accelerating Algorithmic Trading Models with massive Multithreading in less than 8GB RAM Nvidia GPUs using CuPy, Numba and CUDA for HFT Use-cases and optimized long-cycle runs trading runs
Frankline & Co LP Trading Terminal
2024
- Python
- AWS
- CCXT
- TypeScript
- Bash
- Langchain
Trading Terminal is a Comprehensive Trading App that allows Analysts to visualize, Research, Predict and carry out algorithmic trading on either stocks/crypto. Beware, this is not an advisory Investment app but just a base tool for investment decisions and you carry further liability when utilizing its CCXT and interactive brokerage aspect
Frankline_&Co_Crypto_Investments
2024
- Python
- AWS
- CCXT
- TypeScript
- Bash
- Langchain
An Algorithmic Research Project to Learn and Code on Potential Strategies and Exploitable Ghost Patterns in Crypto using Binance as REST
Frankline_&Co_Crypto_Investments
Frankline-Digital_Assistant
2024
- Python
- DOcker
- UI/UX
- Langchain
- OpenAI
- Deep Learning
- Web Dev
An early version of Frank's Digital Assistant.
This is an NLG Assistant that uses Zapier and LangChain vectoring Framework with 5k+ NLA APIs to smoothen redundant PC Tasks
BashSploit
2024
- Python
- Bash
- Pen Testing
- Exploitation
A Remote tool for bash that manages post payload deployment and manipulates various resources of the victim
exploit_x86_Routers
2024
- Python
- Networks
- Exploitation
- Pen Testing
Reverse engineering exploit script for mikrotik routers ; blueprinting for other routers
Twitch AlgoTrader
2024
- Python
- Data Management
- REST APIs
- Bash
Real time Buy/Sell Project that Allows my Twitch users to execute Trades for me, Through Alpaca REST API, from my channel chat terminal during streams and evaluate the profits on SPY close
SAM-Pipeline
2024
- Deep Learning
- Segmentation
- Python
- Machine Learning
Customized SAM Pipeline that utilizes the Meta Research Segment Anything Open-Source Research to allow multi-labelling of a single image by multi-prompting Behance.
SERSi Algorithm
2015
- Python
- FPGA Configuration
- Data Management
- Deep Learning
- Unity Dev
Algorithm for correcting and enriching Albedo Measurements lost in radiation using Caltech's iPAC NASA Archive & TESS Mission Data for accurate planetary habitability prediction
Rocket Autolander
2013-14
- Unity
- 3D Rendering
- Python
- Graphic Design
Mastering Reinforcement Learning for Auto Landing a Spacecraft on smooth/rough surfaces using Unity3D and C# for the NASA Space Apps Challenge
ATLienHK_AWS_DeepRacer
2024
- Design
- Illustration
My Reinforcement Learning Reward Functions and Simulation environments for the AWS DeepRacer : Student League and Global Virtual Circuit 2024 : Team Hong Kong 🇭🇰
HealthCare_Analytics
2024
- Python
- AWS
- Snowflake
A Designed a Dashboard that has End-End MLOps Healthcare Analytics Project using Snowflake and AWS S3 for a HealthCare Provider
HackMeOS
2024
- Assembly
- Bash
- C
- OS Programming
This project aims to explore and experiment with the LC-3 architecture by creating and executing C programs that can be loaded and run on an LC-3 simulator. The end goal is to develop nanochess games and other scripts that can run directly on the LC-3 architecture. Inspired by : https://www.jmeiners.com/lc3-vm/
automater-for-DH
2024
- Python
- Web Automation
- Selenium
- Meal Booking
Automated cafeteria meal selection system with priority slot booking capabilities.
This represents just a small selection of the projects I have worked on over the years. I have many more pieces of personal, university and Bootcamp work.
My github is a treasure trove of projects that I have worked on over : https://github.com/FranklineMisango?page=1&tab=repositories
Contact
Reach out on LinkedIn