Innovative Projects

Code Samples & Projects

Explore some of my coding projects and sample codes that demonstrate my expertise.

AI Voice Detection

import tensorflow as tf
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import Dense, LSTM

# Sample AI model
model = Sequential([
    LSTM(128, input_shape=(100, 1)),
    Dense(64, activation='relu'),
    Dense(1, activation='sigmoid')
])
model.compile(optimizer='adam', loss='binary_crossentropy')
print(model.summary())

YOLO Object Detection

import cv2
from yolov8 import YOLOv8

# Load YOLO model
yolo = YOLOv8("yolov8.weights")

# Perform detection
image = cv2.imread("image.jpg")
results = yolo.detect(image)
for obj in results:
    print(f"Detected {obj['label']} at {obj['bbox']}")

Interactive Dashboard

import dash
from dash import html, dcc

# Create Dash app
app = dash.Dash(__name__)
app.layout = html.Div([
    html.H1("Interactive Dashboard"),
    dcc.Graph(id="example-graph", figure={
        "data": [
            {"x": [1, 2, 3], "y": [4, 1, 2], "type": "bar", "name": "Sample"}
        ],
        "layout": {"title": "Sample Graph"}
    })
])

if __name__ == "__main__":
    app.run_server(debug=True)