Aqua Vision
Multi-Blend Underwater Image Enhancement System
Improved underwater image clarity and color correction using grayscale enhancement, PCA fusion, and average fusion techniques.
Hello, I'm
Kalaiarasan G
I am a |
Passionate about building intelligent systems and data-driven solutions. I turn complex data into actionable insights through Machine Learning and Deep Learning.
kalai_profile.py
import pandas as pd
import tensorflow as tf
class DataScientist:
def __init__(self):
self.name = "Kalaiarasan G"
self.skills = ["Deep
Learning", "LLM", "RAG",
"NLP"]
def solve_problems(self):
return "Data-Driven Solutions"
# Initiating...
_
About Me
I am a passionate Data Science and Machine Learning enthusiast focused on building intelligent, data-driven solutions. I enjoy transforming raw data into actionable insights and developing models that solve real-world problems. I have hands-on experience in Python, Machine Learning, and Data Analytics, working on projects like Aqua Vision, where I applied grayscale enhancement, PCA fusion, and average fusion to improve underwater image clarity. I also developed a Diabetes Mellitus Prediction system and built interactive Power BI dashboards for placement analysis. My strengths include data preprocessing, feature engineering, model evaluation, and visualization, with a strong commitment to continuous learning.
Technical Skills
Programming
Python
SQL
Java
Machine Learning
Regression
Classification
SVM
Random Forest
PCA
Deep Learning
CNN
TensorFlow/Keras
LLM
RAG
NLP
Data Tools
Power BI
Pandas
NumPy
Matplotlib
Scikit-learn
Seaborn
Excel
Linux
Figma
Concepts
Data Cleaning
Feature Engineering
Model Evaluation
Featured Projects
Diabetes Prediction
Supervised Machine Learning Model
Built an ML classification model to predict diabetes likelihood. Applied robust preprocessing, feature selection, and evaluation metrics for high accuracy.
Placement Dashboard
Power BI Data Analysis
Created comprehensive dashboards for overall, male, and female student placement trends to aid institutional decision-making.
Resume
Kalaiarasan G
Data Scientist | ML Engineer
- Experienced in building end-to-end ML pipelines.
- Proficient in Data Visualization with Power BI.
- Strong background in Deep Learning and Computer Vision.
- Active contributor to open-source data projects.
Get In Touch
Let's Connect
I'm currently looking for new opportunities. Whether you have a question or just want to say hi, I'll try my best to get back to you!