You will get Machine learning, Data scientist and analysis in Python.


Project details
Hello ,
I am a FULL STACK DATA SCIENTIST, and this specific service will assist you in gaining more insightful knowledge about your business, brand, etc. I'll analyse your data, uncover insightful information, engineer features, and do much more.
The following projects have been my focus:
Data analysis, visualisation, classification, time series forecasting, pandas, feature engineering, data mining, numpy, data cleaning and duplication removal, natural language processing (NLP), linear regression, logistical modelling, sentiment analysis, and machine learning are just a few examples.
Note: Before placing an order, please get in touch.
I am a FULL STACK DATA SCIENTIST, and this specific service will assist you in gaining more insightful knowledge about your business, brand, etc. I'll analyse your data, uncover insightful information, engineer features, and do much more.
The following projects have been my focus:
Data analysis, visualisation, classification, time series forecasting, pandas, feature engineering, data mining, numpy, data cleaning and duplication removal, natural language processing (NLP), linear regression, logistical modelling, sentiment analysis, and machine learning are just a few examples.
Note: Before placing an order, please get in touch.
Data Tool
PythonWhat's included
| Service Tiers |
Starter
$50
|
Standard
$100
|
Advanced
$150
|
|---|---|---|---|
| Delivery Time | 1 day | 2 days | 3 days |
Number of Revisions | 5 | 6 | 8 |
Model Documentation | |||
Data Source Connectivity | |||
Model Validation/Testing |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$20 - $40
Additional Revision
+$5
Additional Graph/Chart
(+ 1 Day)
+$5
Additional Scenario
(+ 1 Day)
+$5
Additional Model Variation
(+ 1 Day)
+$5About Ifediba
Data Scientist | Churn & Revenue Prediction for SaaS & Fintech
Lagos, Nigeria - 11:48 pm local time
I'm Daniel, a Data Scientist and ML Engineer with 5+ years building predictive systems for SaaS and fintech companies. I don't just build models, I build intelligence systems that your team actually uses, tied to real business outcomes, not just technical metrics.
Here's what working with me looks like in practice:
→ A SaaS startup was losing users with no warning. I built a churn prediction model that flagged 200+ at-risk users, triggered Slack alerts 30 days before cancellation, and helped them recover $40K in annual recurring revenue — in 90 days.
→ A fintech client needed revenue predictability for their board. I built a 3-scenario revenue forecasting system (conservative, base, optimistic) with a live Streamlit dashboard they use before every investor call.
→ I built a crypto token direction prediction model on the Solana chain using on-chain transaction data, flagging short-term movements with actionable signals.
What I build for SaaS and fintech clients:
✔ Churn prediction models with automated Slack alert systems
✔ Revenue forecasting systems (MRR, ARR, cohort-based, 3-scenario)
✔ End-to-end ML pipelines from raw data to production deployment
✔ Custom dashboards and data products (Streamlit, Looker Studio, Metabase)
✔ On-chain data analytics and crypto ML models (Solana, EVM)
✔ AI/ML product development and ML infrastructure
My technical stack:
Python · SQL · Scikit-learn · XGBoost · LightGBM · TensorFlow · PyTorch · dbt · Airflow · Spark · Docker · AWS · GCP · BigQuery · Snowflake · MLflow · FastAPI · Streamlit · Pandas · NumPy · Tableau · Power BI
Industries: SaaS · Fintech · Web3 / Crypto
Why clients choose me over other data scientists:
Most data science engagements end with a Jupyter notebook that no one uses. I build systems your team actually acts on — churn alerts they see in Slack, revenue forecasts tied to hiring decisions, dashboards that answer investor questions. Every model I build is anchored to a business decision, not a leaderboard metric.
I think like a founder, not just a data scientist.
Open to: Fixed-price projects · Long-term retainers · Hourly contracts
Available: Immediately · Remote worldwide
DM me your biggest data challenge — I'll tell you exactly how I'd approach it.
Steps for completing your project
After purchasing the project, send requirements so Ifediba can start the project.
Delivery time starts when Ifediba receives requirements from you.
Ifediba works on your project following the steps below.
Revisions may occur after the delivery date.
Important step
I request you to share the complete details of your project.



