MODEPALLI VENKATESH
Career Objective
Entry-Level Full Stack Developer with 0 years of experience seeking an opportunity to apply web and backend development skills. Practical experience building an AI-powered career-intelligence platform and an NLP headline generator using Python, Flask, SQLite and MT5. Strong foundation in C and Python, SQL/Oracle fundamentals, HTML/CSS, version control, and effective communication.
Education
Technical Skills
Projects
- Developed a full-stack AI-powered career guidance platform using Python, Flask, SQLite, Scikit-learn, Plotly, and GitHub API. Built a Random Forest model for employability prediction based on candidate profiles. Automated resume parsing, skill extraction, GitHub profile analysis, and personalized learning recommendations. Implemented interactive dashboards for skill gap visualization, analytics, job matching, and career insights. Integrated AI-based modules including mock interviews, career roadmap generation, and market trend analysis.
- Developed an NLP-based headline generation system for Telugu religious news using mT5 Transformer and Contextual Feature Fusion (CFF) to generate culturally relevant and accurate headlines. Designed and implemented a complete text processing pipeline including Unicode normalization, tokenization, preprocessing, contextual feature extraction, and abstractive headline generation. Fine-tuned a multilingual Transformer (mT5) on a custom Telugu religious news dataset to improve headline quality for a low-resource language. Built an interactive desktop application using Python Tkinter with modules for headline generation, model comparison, fine-tuning, batch evaluation, and visualization of evaluation metrics. Evaluated model performance using BLEU, ROUGE, BERTScore, Entity Preservation, Confusion Matrix, Bar Charts, and Radar Charts to assess semantic and linguistic quality.
Certifications
Achievements
- 12 communication certificates from school English Clubs: Multiple awards for oratory and presentation skills; led and coordinated club programs.
- Best Organizer — Blood Donation Camps / Cleanliness Drives: Recognized by Mohan Babu University for organizing community outreach and campus drives.
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