Suman Suhag

icon indicating a website link [email protected] icon indicating an email [email protected]

icon company Dev Bhoomi Uttarakhand University icon location Jhajjar (124106), Haryana, India icon location As a data science student, I transform intricate datasets into actionable intelligence, fueling innovation and catalyzing progress.

Results 4 issues of Suman Suhag

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🌟✨ Document QA System [✨🌟](https://github.com/sumansuhag/Navie-RAG-System/commit/c5780824cb61d8be71d4c8918a56c87487407e86) Welcome to the Document Question-Answering System—a cutting-edge application that revolutionizes the way you interact with text documents! This system is designed to empower users by...

Navie RAG System

import os from dotenv import load_dotenv import chromadb from openai import OpenAI from chromadb.utils import embedding_functions # Load environment variables from .env file load_dotenv() openai_key = os.getenv("OPENAI_API_KEY") openai_ef = embedding_functions.OpenAIEmbeddingFunction(...

Complex AI Problem-Solving with Deep Learning

[The Dark Side of AI.pdf](https://github.com/user-attachments/files/19971341/The.Dark.Side.of.AI.pdf) Deep Learning Model: import tensorflow as tf from tensorflow.keras.models import Sequential from tensorflow.keras.layers import Dense, Dropout, LSTM, Embedding from sklearn.model_selection import train_test_split from sklearn.metrics import...

Create IBM-A-Legacy-of-Innovation-and-Market-Leadership

Key Takeaways 1. Internal Factors: Innovation (AI, cloud, quantum), strategic acquisitions (Red Hat, SoftLayer), and business model transformation (hardware to cloud/software services). 2. External Factors: Competition (AWS, Microsoft Azure, Google...