Satyanarayana Merla

Vector-ML-Analytics

Data Scientist

June 21, 2026 – Present

financial-analysis-in-loan-analytics

November 19, 2024 – November 19, 2024

sample datasets containing information about several loans, including details such as loan amount, interest rate, term duration, and other key characteristics. For this project, we need you to calculate a cash flow amortization schedule for each loan,

Time-in-lamp

October 31, 2024 – October 31, 2024

This code snippet implements a brief animated loading effect for a web page themed "Magical Night". The effect involves a 1-second delay before revealing the page's content, enhancing the user's initial experience.

lights-hanging

October 30, 2024 – October 30, 2024

Interactive Rope Simulation Description This project is an interactive simulation of a rope composed of multiple segments, demonstrating principles of physics through visual representation. Users can engage with the simulation by moving their mouse or touching the screen, causing the rope segments to react as if they are influenced by gravity

snakedeveloper

September 19, 2024 – October 3, 2024

snakedeveloper — GitHub repository

Data-Science-Data-Analysis-job-market--analysis

August 12, 2024 – August 12, 2024

Data-Science-Data-Analysis-job-market--analysis — GitHub repository

Portfolio-Website

September 25, 2023 – September 23, 2024

A portfolio is a meticulously curated collection of a person's most significant achievements, serving as a clear, concise, and effective representation of their skills, achievements, and knowledge for career advancement.

BloodDonation

May 18, 2023 – September 26, 2023

The project connects hospitals, companies, and donors through a system that allows hospitals to register for donations, companies to organize donation camps, and donors to register. This promotes effective communication and coordination, ensuring a seamless blood donation process.

Multi_Traffic_Scene_Perception

August 10, 2022 – August 10, 2022

Multi_Traffic_Scene_Perception — GitHub repository

Crop-Recommendation-System-using-KNN-Algorithm

August 5, 2022 – March 9, 2023

Python script uses machine learning to recommend crop growth based on input factors like nitrogen, phosphorus, potassium, temperature, humidity, pH, and rainfall, with GUI and speech synthesis capabilities.

Crop-Recommendation-system

July 6, 2022 – February 21, 2023

India is an agricultural country as which is well known for agriculture in the world. Agriculture is major field in the world and it is also known as backbone of India. Most of the population and economy in India involved in agriculture. Farmers aware of traditional farming and unaware of climatic conditions influence the crop production and leads to great loss. These risks can be reduced by applying machine learning model. Thus, our solution to solve the problem is building recommender system based on climatic conditions like temperature, N, P, K, Ph, rainfall and humidity to decide the right crop. Our main aim is to predict multiple crops. In this paper, using machine learning approach like K-Nearest Neighbor (KNN), SVM, Random Forest, Decision Tree to predict which crop is best.