Akan

ML Engineer with focus on Patterns and Recognition. .py|.r|.rmd|.gs

Lagos, Nigeria Joined on Mar 22, 2023 https://akandaniel.netlify.app

Education

OAU, Ile-Ife, Nigeria

Work

MLOps, Data Science, Data Analysis

Akan

Jan 18

Building Production AI: A Three-Part MLOps Journey - Pt.2

#ai #machinelearning #aiops #productivity

4 min read

Want to connect with Akan?

Create an account to connect with Akan. You can also sign in below to proceed if you already have an account.

Create Account

Already have an account? Sign in

Akan

Jan 18

Building Production AI: A Three-Part MLOps Journey - Pt.2

#ai #machinelearning #programming #productivity

4 min read

Cover image for Building Production AI: A Three-Part MLOps Journey

Akan

Jan 18

Building Production AI: A Three-Part MLOps Journey

#machinelearning #ai #aiops #productivity

3 min read

Akan

Aug 28 '25

Let's Build a Voice RAG System That Actually Works 🎉

#rag #audio #programming #machinelearning

20 min read

Cover image for Building a Production-Ready Speech-to-Text System with Fine-Tuned Whisper Model

Akan

Aug 10 '25

Building a Production-Ready Speech-to-Text System with Fine-Tuned Whisper Model

#machinelearning #whisper

5 min read

Cover image for My "Full-Stack" MLOps Journey: From Broken Models to Actually Working AI

Akan

Jul 29 '25

My "Full-Stack" MLOps Journey: From Broken Models to Actually Working AI

#ai #programming #tutorial #learning

5 min read

Cover image for Monitoring Behavioral Drift: Building a Local Real-Time ML Model Monitoring System from Scratch

Akan

Jul 26 '25

Monitoring Behavioral Drift: Building a Local Real-Time ML Model Monitoring System from Scratch

#mlop #machinelearning #automation #productivity

5 min read

Cover image for Building a Smart Database Management Tool with AI Insights

Akan

Jun 24 '25

Building a Smart Database Management Tool with AI Insights

#ai #programming #productivity #sql

4 min read

Cover image for Building Powerful Ensemble Models in R: A Complete Guide to Stacking and Deployment

Akan

Jun 9 '25

Building Powerful Ensemble Models in R: A Complete Guide to Stacking and Deployment

#programming #tutorial #machinelearning #datascience

4 min read

Cover image for Tree-Based Models for Alzheimer's Disease Classification: A tidymodels Approach

Akan

Jun 9 '25

Tree-Based Models for Alzheimer's Disease Classification: A tidymodels Approach

#tutorial #datascience #data

3 min read

Cover image for Generalized Additive Models (GAMs) in R: Handling Non-linearity in Dolphin Behavior Analysis

Akan

Jun 9 '25

Generalized Additive Models (GAMs) in R: Handling Non-linearity in Dolphin Behavior Analysis

#tutorial #machinelearning #datascience #data

2 min read

Cover image for Building Automated Data Reports from Supabase with GitHub Actions and R Markdown

Akan

Apr 5 '25

Building Automated Data Reports from Supabase with GitHub Actions and R Markdown

#automation #analytics #dataengineering #tutorial

12 min read

Cover image for Pt 3 - Text Classification Magic: Transform Raw Text into Emotional Insights

Akan

Mar 23 '25

Pt 3 - Text Classification Magic: Transform Raw Text into Emotional Insights

3 min read

Cover image for Pt 2 - Text Classification Magic: Transform Raw Text into Emotional Insights

Akan

Mar 23 '25

Pt 2 - Text Classification Magic: Transform Raw Text into Emotional Insights

#programming #productivity #machinelearning #datascience

5 min read

Cover image for Text Classification Magic: Transform Raw Text into Emotional Insights

Akan

Mar 22 '25

Text Classification Magic: Transform Raw Text into Emotional Insights

#programming #productivity #machinelearning #datascience

7 min read

Cover image for Wk 3 Orchestration: MLOPs with DataTalks

Akan

Feb 22 '25

Wk 3 Orchestration: MLOPs with DataTalks

#programming #tutorial #python #machinelearning

9 min read

Akan

Jan 26 '25

Creating a chatbot with contextual retrieval using Cohere command-r and Streamlit

#ai #api #llm #python

2 min read

00:58

Akan

Dec 8 '24

IELTS Task II Generator

#python #programming #ai #productivity

1 min read

Cover image for IELTS Writing Task Generator

02:04

Akan

Dec 1 '24

IELTS Writing Task Generator

#generative #ai #streamlit #python

1 min read

Cover image for Local Workflow: Orchestrating Data Ingestion into Airtable

Akan

Nov 12 '24

Local Workflow: Orchestrating Data Ingestion into Airtable

#programming #tutorial #python #automation

9 min read

Akan

Oct 16 '24

Zenml for beautiful beautiful orchestration pt 3: Mlflow Aliases/Tags

4 min read

Cover image for Zenml for beautiful beautiful orchestration pt 2

Akan

Sep 21 '24

Zenml for beautiful beautiful orchestration pt 2

#zenml #mlops #machinelearning #datascience

8 min read

Cover image for Zenml for beautiful beautiful orchestration

Akan

Sep 18 '24

Zenml for beautiful beautiful orchestration

#zenml #tutorial #mlops

5 min read

Akan

Jul 7 '24

Wk 4: Deployment - MLOPs with DataTalks

#programming #intermediate #machinelearning #python

5 min read

Cover image for Wk 2 Experiment Tracking: MLOPs with DataTalks

Akan

Jun 17 '24

Wk 2 Experiment Tracking: MLOPs with DataTalks

#machinelearning #python #programming #beginners

6 min read

Cover image for Wk 1: MLOPs with DataTalks

Akan

Jun 17 '24

Wk 1: MLOPs with DataTalks

#machinelearning #beginners #python #programming

5 min read

Cover image for Let's build your first ML app in Google Cloud Run

Akan

Dec 31 '23

Let's build your first ML app in Google Cloud Run

#googlecloud #intermediate #python #machinelearning

9 min read

Cover image for From Data to Insights: Building a No-Code Web App for Exploratory Data Analysis

Akan

Oct 27 '23

From Data to Insights: Building a No-Code Web App for Exploratory Data Analysis

#beginners #intermediate #streamlit #webdev

8 min read

Cover image for Effortlessly Link Streamlit to Google Sheets for Real-time Analysis

Akan

Oct 15 '23

Effortlessly Link Streamlit to Google Sheets for Real-time Analysis

#streamlit #googlesheet #tutorial #lifecycle

4 min read

Cover image for Building a Drowsiness Detection Web App from scratch - pt3

Akan

Aug 13 '23

Building a Drowsiness Detection Web App from scratch - pt3

#streamlit #computervision #webdev #beginners

2 min read

Akan

Aug 6 '23

Building a Drowsiness Detection Web App from scratch - pt2

3 min read

Akan

Jul 30 '23

Building a Drowsiness Detection Web App from scratch - pt1

2 min read

Akan

Jul 20 '23

git init cohere_streamlit pt2

#tutorial #largelanguagemodels #streamlit #cohere

4 min read

Cover image for git init cohere_streamlit

Akan

Jul 14 '23

git init cohere_streamlit

#webdev #beginners #streamlit #cohere

3 min read

Akan

Jun 22 '23

Deploying an Image Segmentation web application with YOLOv8 and Streamlit - pt1

#streamlit #webdev #yolo #beginners

3 min read

Akan

Jun 15 '23

Model Selection & Hyper Parameter Tuning in Binary Data Classification (Practical Example)

3 min read

Akan

Jun 1 '23

New Beginnings

#discuss #beginners #newrelic #career

2 min read

Akan

Mar 22 '23

ChatGPT on Streamlit and monitoring query response, a simple implementation

#streamlit #chatgpt #python #exploratorydataanalysis

5 min read

Two Year Club

One Year Club

Writing Debut

4 Week Writing Streak

Want to connect with Akan?