You will get a custom ML model on your dataset

Project details
I am an AI & Machine Learning Engineer with a BSc in AI, ML and Data Science with TCS & IBM. I build production-grade ML models trained on real datasets, that is from data preprocessing and feature engineering to model training, evaluation and deployment via FastAPI.
I have built systems handling 2M+ records achieving 73% F1-Score, deep learning forecasting models with R² of 0.995, and deployed APIs handling 1,000+ concurrent queries under 200ms. Every delivery includes clean Python code, full evaluation metrics and documentation.
What you get:
• Custom ML model trained on YOUR dataset
• Full accuracy report (precision, recall, F1, R²)
• Clean, well-commented Python source code
• FastAPI deployment if required
• Clear documentation and post-delivery support
I respond fast, communicate clearly and deliver on time. Let's build something powerful together.
I have built systems handling 2M+ records achieving 73% F1-Score, deep learning forecasting models with R² of 0.995, and deployed APIs handling 1,000+ concurrent queries under 200ms. Every delivery includes clean Python code, full evaluation metrics and documentation.
What you get:
• Custom ML model trained on YOUR dataset
• Full accuracy report (precision, recall, F1, R²)
• Clean, well-commented Python source code
• FastAPI deployment if required
• Clear documentation and post-delivery support
I respond fast, communicate clearly and deliver on time. Let's build something powerful together.
AI Development Type
Deep Learning, Knowledge Representation, Model Tuning, Recommendation SystemAI Tools
Azure Machine Learning, deeplearn.js, Keras, MATLAB, OpenCV, PyTorch, TensorFlowAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$30
|
Standard
$60
|
Advanced
$120
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 7 days |
Number of Revisions | 1 | 2 | 3 |
AI Model Integration | - | - | |
Detailed Code Comments | - | ||
Knowledge Graph | - | ||
Model Documentation | - | - | - |
Ontology | - | - | - |
Source Code | |||
Taxonomy | - | - | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$10 - $20
Additional Revision
+$5Frequently asked questions
About Kanz
AI & Machine Learning | Generative AI, Artificial Neural Network
Calicut, India - 5:45 am local time
I excel in natural language processing, computer vision, algorithmic trading, and predictive modeling. If you're looking for a data-driven professional who can turn complex challenges into actionable insights, I am here to help. Let's connect to discuss how I can contribute to your AI and ML projects and help you achieve your goals.
My skill sets include:
AI / ML:
Machine Learning
Deep Learning
Large Language Models (LLMs)
RAG Pipeline Development
Multi-Agent AI Systems
Agentic AI Orchestration
Natural Language Processing (NLP)
Computer Vision
Time Series Forecasting
Sentiment Analysis
Algorithmic Trading Bots
Data Science:
Data Analysis & Visualization
Feature Engineering
Model Evaluation & Hyperparameter Tuning
Predictive Modelling
Synthetic Data Generation
Tools & Frameworks:
Python
PyTorch / TensorFlow / Keras / Scikit-Learn
FastAPI / REST API
Docker
Redis
LangChain / LLM Tooling
Pandas / NumPy
SQL / SQLite
Gradio
Binance API
JavaScript / React
Steps for completing your project
After purchasing the project, send requirements so Kanz can start the project.
Delivery time starts when Kanz receives requirements from you.
Kanz works on your project following the steps below.
Revisions may occur after the delivery date.
Data Analysis & Preprocessing
Analyze your dataset, handle missing values, encode features and prepare data for training
Model Training & Evaluation
Train multiple ML models, compare performance and select the best one with full accuracy metrics


