🌏 AI & Data Science Enthusiast | 🏅 Gold Medal Researcher | 🇯🇵 Japanese Language Learner

• 🎓 B.Tech in Computer Science & Engineering, Big Data Analytics
• 📅 Graduating: June 2025 | SRM University, Andhra Pradesh
• 🧪 Research focus: Multilingual NLP, Transformer Models, Cybersecurity
• 🇯🇵 Cleared NAT N4; preparing for JLPT N3
• 🌟 Research Day 2025 Gold Medalist

• 📘 RaMToE-FINE – Multilingual Summarization via Transformer Models (Submitted to IC3 2025)
• 🧬 IEEE Paper: Cyber Attack Detection using Genetic Algorithms (I2CT 2024)
• 🔬 Data Augmentation in Pathology Identification (OCIT 2024)
• 🧠 Patent Filed: Federated LSTM-GRU-CNN System with Explainable AI (2025)

Reduced features from 44 to 10 using Genetic Algorithms on a cyber attack dataset.
⚡️ Improved model accuracy from 89.27% → 92.46%, and cut training time by 50%.

Analyzed Blue Dart data using Python (Pandas, Matplotlib).
📈 Automated reports and sped up insight generation by 40%.

Multilingual summarizer for 7 Indian languages using mT5, BERT, IndicBART.
🏆 ROUGE-1: 0.895 | BLEU: 0.275

Japanese verb conjugator web app (N5–N3) — Ichidan/Godan classifier.
🛠 Tools: HTML, CSS, JS, Node.js

Built TF-IDF + cosine similarity recommender with SVM, RF models.
📉 Reduced RMSE using ML classifiers

Applied feature selection (Genetic Algorithms) to improve ML performance.
⚡️ Accuracy up to 92.46%

• 🎯 Gold Medal – Research Day 2025 (SRM-AP)
• 📘 NAT N4 & N5 – Japanese Language Proficiency
• 🧪 IBM Python for Data Science & Data Analysis with Python
• 💻 SQL (Intermediate to Advanced)
• 🎨 Figma UI/UX Design

Japan’s innovation-first mindset, precision, and deep-rooted work culture resonate with my values.
I aim to contribute to impactful, tech-driven solutions in a globally collaborative environment.
I’m learning Japanese to integrate both socially and professionally.

• 📧 rajapavanvignesh_k@srmap.edu.in
• 🌐 LinkedIn
• 💻 GitHub

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