franklinemisango Goto Github PK

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Name: Frankline Misango Oyolo

Type: User

Company: Manulife / John Hancock

Bio: I am experienced in Commercial Machine Learning . I am currently building skills on MLOps to master Implementing full End-to-End projects

Twitter: Frank_Misango

Location: Hong Kong SAR

Blog: misango.me

Vibe with me a bit!🎧

Let's Connect and have a Chat!💬

👨🏻‍💻 A Little Bit About Me and My Interests

name: Frankline Misango Oyolo
located_in: Hong Kong, Hong Kong SAR
current_job: Machine Learning Engineer
education:
  [
    "Bachelor's in Data Science and Engineering",
  ]
company: Manulife / John Hancock

fields_of_interests:
  [
    "Machine Learning",
    "Android Development",
    "Data Science",
    "Generative AI",
    "Quantitative Finance",
    "Cloud",
    "Algorithmic Trading",
  ]
technical_background:
  [
    "Chief Technology Officer"
    "Lead Machine Learning Engineer",
    "Summer Analyst - Data Governance Analyst",
    "Research Assistant - AI Engineering",
    "Research Assistant - Machine Learning Modelling",
  ]
  
currently_learning: ["Docker, Kubernetes, and JAX"]
2024 Goals: ["Improve on 25+ MLOPs projects, learn Cloud Ops and master some Data Structures and Algorithms."]
hobbies: ["Gaming", "Cinema", "Cycling", "Flying"]

🚀 Some Tools I Have Used and Learned

Contribution and Stats

Frankline Misango Oyolo's Projects

movie_recommendation_system

A Movie_Recommendation_System that uses NB Model & Logistic Regression to recommend users movies

nasa-log_analytics

Analyzing NASA Data logs for detecting anomalies through the Lambda Architecture

nlg_sentiment_analysis

Sentiment Analysis for Stocks/Crypto using roBERTa, GPT 3.xx ,and Llama-xx Indexes using Natural Language Gen and NLP schemes

nvidia_quartznet

An Intermediate Speech-Text Transcriptor with Nvidia Quartznet Model

pysparkhive_covid19_pipeline

Data pipeline based on Messaging using PySpark and hive for Covid-19 Analysis

resume-parser-ocr

OCR combined Natural Language Generation pipeline to build a Resume Parser.

rocket_autolander

Mastering Reinforcement Learning for Auto Landing a Spacecraft

sam-pipeline

Customized SAM Pipeline that utilizes the Meta Research Segment Anything Open-Source Research to allow multi-labelling of a single image by multi-prompting

sersi

Algorithm for predicting Habitability of Exoplanets by Improving and Enriching Albedo Measurements lost in radiation using Caltech's iPAC NASA Archive & TESS Mission Data.

spam_message_classifier

A Natural Language Processing ML model that uses Logistic Regression & XBG Classifier to predict Whether Message is spam or not

spark-streaming-dual-prod

Spark Streaming ML Pipeline with Synapse and CosmosDB

Improved using NYC & HK Data : Inspiration from Ola Bike Rides Request Demand Forecast through big data at taxi service (ride-hailing) i.e. OLA, through multi-step time series forecasting and clustering with Mini-Batch K-means Algorithm on geospatial data to predict future ride requests for a particular region at a given time