Likhitha Ravi

Motivated and detail-oriented Python Full Stack Developer with hands-on experience in Python, SQL, front-end technologies, and machine learning. Passionate about building scalable web applications and data-driven solutions using modern tools and frameworks. Seeking to contribute to a dynamic team that values innovation and continuous learning.

Machine Learning Intern at VXL IT Solution (2022-05 – 2022-06)

Built and deployed machine learning models for sentiment analysis on restaurant reviews using NLP techniques.

• Built a machine learning pipeline in Python to classify 1,000 restaurant reviews using NLP techniques.
• Applied data preprocessing, feature extraction (Bag-of-Words), and supervised models (SVM, Naive Bayes), achieving ~80% accuracy.
• Deployed the best model using Joblib for real-time sentiment prediction.

Google AI & ML Engineer Virtual Intern at SmartInternz (2023-12 – 2024-04)

Designed and implemented an NLP-based multilingual research paper summarization system.

• Designed an NLP-based summarization system to summarize research papers across 20+ languages.
• Implemented text preprocessing (regex, tokenization), abstractive summarization (Gemini Pro LLM), and multilingual support using Googletrans API.
• Achieved ROUGE-L precision up to 0.75 for English summaries.

B.Tech in Computer Science and Engineering (AI & ML) – Potti Sriramulu Chalavadi Mallikarjunarao College of Engineering & Technology (PSCMR) (2020-01 – 2024-05)

Intermediate in MPC (Maths, Physics, Chemistry) – Sri Chaitanya Junior College (2018-08 – 2020-04)

SSC – Oxford High School (2017-07 – 2018-05)