Manduru Leela Venkata Charan

About

Computer Science and Engineering student specializing in Artificial Intelligence and Machine Learning, with hands-on experience in web development and machine learning projects. Interested in building practical AI-powered solutions and continuously learning new technologies.

Experience

• AI Intern
  Teachnook
  Jun 2023 – Aug 2023

  Developed an AI-powered chatbot using Python, integrating NLP with Transformers for advanced responses. Implemented sentiment analysis and intent classification using BERT and Scikit-learn. Deployed chatbot using Flask and FastAPI for real-time interaction.

Education

• B.Tech
  Vel Tech University
  Computer Science · 2026
• Intermediate
  Narayana Junior College
  2022
• High School
  AVS High School
  2020

Skills

Tools / apps / platforms

Projects

• AI-Powered Conversational Voice Agent for Recruitment Automation
  NLP, speech-to-text

  Developed a voice-based AI system to automate candidate screening and interview interactions, with evaluation mechanisms to analyze responses and improve recruitment efficiency.

• Fake Social Media Accounts Identification
  TF-IDF, Logistic Regression, Random Forest

  Built an NLP-based ML model using TF-IDF for feature extraction and trained Logistic Regression and Random Forest classifiers for fake content detection.

Courses & certifications

• Artificial Intelligence certification · Teachnook · 2023

🏆 Achievements & awards

• Top 5% in Kaggle AI & Machine Learning Competitions
• 3rd place, University-level AI Hackathon

  Built a Deep Learning-based Chatbot.

• Runner-up, Space Exploration AI challenge

  Solved complex image recognition problems.

🎯 Hobbies & interests

• AI Research
• Model Fine-tuning
• Open Source
• Kaggle Competitions