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Mangalgi Sneha

@mangalgisneha

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Aspiring AI/ML engineer building practical NLP and deep learning solutions.

India

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What I'm looking for

I seek an AI/ML role where I can apply NLP and deep learning skills to build impactful products, learn from experienced teams, and grow technically in a collaborative, innovation-driven environment.

I am a final-year AI/ML Engineering student focused on developing intelligent systems using Python and TensorFlow, with hands-on experience in NLP, speech recognition, and neural style transfer.

During an internship at Codtech IT Solutions, I built a text summarization tool (NLTK) with 88% accuracy, fine-tuned GPT-2 for text generation, and implemented a Whisper-based speech recognition pipeline that reduced manual effort by 40% in client workflows.

I have completed academic projects including an online advertisement system, a voice-based AI assistant, and TensorFlow implementations of neural style transfer, and I hold certifications in GenAI simulation and OpenAI prompt engineering.

Experience

Work history, roles, and key accomplishments

AI/ML Engineering Intern

Codtech IT Solutions

Mar 2025 - Apr 2025 (1 month)

Built NLP and speech automation tools including an extractive text summarizer (70–88% accuracy), a GPT-2 fine-tuned text-generation model, a Whisper-based speech recognition pipeline that reduced manual effort by 40%, and a VGG19-based neural style transfer system.

Python TensorFlow NLTK Whisper Neural Style Transfer Speech Recognition Summarization

Education

Degrees, certifications, and relevant coursework

Aurora’s Technological and Research Institute

Bachelor of Technology, Artificial Intelligence and Machine Learning

2022 -

Activities and societies: Collaborated on a web-based advertising project; participated in chess competitions and JAM sessions.

Pursuing Bachelors of Technology in Computer Science & Engineering with specialization in Artificial Intelligence and Machine Learning, completing coursework in data structures, algorithms, operating systems and programming languages.

Sri Chaitanya College

Intermediate (MPC), Mathematics, Physics and Chemistry

2020 - 2022

Grade: 9.8/10 CGPA

Activities and societies: Conducted advanced laboratory experiments in Physics and Chemistry.

Completed Intermediate (MPC) with strong performance in Mathematics, Physics, and Chemistry, awarded a merit-based scholarship for a perfect score in Sanskrit.