Sneha Mangalgi
AI/ML Engineering Student
Passionate about building intelligent systems and exploring the frontiers of artificial intelligence. Currently pursuing BTech in AI/ML with hands-on experience in NLP, Deep Learning, and Python development.
About Me
I am a passionate BTech student specializing in Artificial Intelligence and Machine Learning at Aurora Technological Research Institute. My journey in AI/ML is driven by curiosity and a desire to create intelligent solutions that can make a real difference. I thrive on learning new concepts, working on challenging projects, and seeking opportunities that allow me to grow both technically and professionally. Currently looking for internship opportunities to gain practical experience and contribute to innovative AI projects.
- Education: BTech in Computer Science (AI/ML) - Aurora Technological Research Institute
- Duration: 2022-2026 (Currently in Progress)
- Location: Hyderabad, Telangana
Skills & Expertise
Programming Languages
AI/ML & Data Science
Tools & Technologies
Languages
Experience
March - April 2025
- Built Advanced NLP Tools: Developed a text summarization tool using NLTK with 88% accuracy.
- Implemented Neural Style Transfer (NST) system with VGG19, optimizing Gram matrix losses for artistic style fusion.
- Engineered a text-generation model using fine-tuned GPT-2 for enhanced content creation.
- Developed speech recognition pipeline using Whisper/CTC loss for real-time transcription.
- Reduced manual effort by 40% in client workflows through automation solutions.
March 2025
- Completed comprehensive job simulation involving AI-powered financial chatbot development.
- Gained hands-on experience in Python programming with extensive use of pandas for data manipulation.
- Integrated and interpreted complex financial data from 10-K and 10-Q reports.
- Employed rule-based logic to create user-friendly financial insights and analysis chatbot.
- Demonstrated ability to work with real-world financial datasets and create practical AI solutions.
Featured Projects
Neural Style Transfer
Advanced deep learning project implementing artistic style transfer using VGG19 architecture.
Key Features:
- Implemented artistic style transfer using Deep Learning
- Utilized pre-trained VGG19 model for feature extraction
- Optimized Gram matrix losses for realistic style transfer
Text Summarization Tool
Intelligent extractive text summarizer with high accuracy and user-friendly interface.
Key Features:
- High-accuracy extractive summarization
- User-friendly web interface for text input
- Built using NLTK and Python
- Optimized for efficient summarization of long documents
Voice-Based AI Assistant
Intelligent voice-controlled assistant with speech recognition and text-to-speech capabilities.
Key Features:
- Voice command recognition using SpeechRecognition library
- Text-to-speech functionality with pyttsx3
- Multi-language support for better accessibility
- Real-time response processing and interaction
Online Advertisement System
Comprehensive platform for advertisers to create and manage customized advertisements.
Key Features:
- Complete web-based platform for advertisement management
- Customizable ad creation tools and functionalities
- Database integration for storing advertisement data
- User-friendly interface for advertisers
Get In Touch
I'm always open to discussing new opportunities and interesting projects. Let's connect and explore how we can work together!
Phone
+91 9381300665
Location
Hyderabad, Telangana