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Hi there, I'm Ramireddygari Yaswanth Reddy ๐Ÿ‘‹

LinkedIn GitHub Email Medium


๐Ÿ‘จโ€๐ŸŽ“ About Me

Iโ€™m a graduate in Electronics and Communication Engineering skilled in Data Science, Generative AI, and Machine Learning. My journey includes a strong foundation in Python, SQL, and hands-on experience with AI models, tools, and data science projects. I am passionate about solving real-world problems through intelligent systems and constantly strive to enhance my skill set.


๐ŸŽ“ Education

Degree Institution Duration Percentage
B.Tech in Electronics and Communication Engineering GITAM University, Bengaluru 2021 - 2025 84%
12th | MPC Narayana Junior College, Vijayawada 2019 - 2021 93.5%
10th | SSC Montessori EM High School, Kurnool 2018 - 2019 95%

๐Ÿ’ผ Internship Experience

  • Summer Intern, Intel Unnati Industrial Training Program
    May - July 2024
    • Worked as a team to build a custom chatbot using Generative AI and LLMs, optimized with Intelยฎ OpenVINOโ„ข on Intel AI laptops.
    • Gained hands-on experience fine-tuning LLMs and integrating CPU-based processing to create a fully functional chatbot.

๐Ÿ› ๏ธ Projects

Land Region Monitoring for Farming Using Deep Learning

July - Nov 2024

  • Developed a CNN-based model to classify land regions (sandy, clay, black, and alluvial soil) using 13,000+ labeled images.
  • Fine-tuned pre-trained models (VGG16, ResNet, EfficientNet) with TensorFlow and Keras.
  • Achieved high accuracy using SoftMax for multi-class classification and deployed the model for real-time use.

Crop Selection and Recommendation Using Deep Learning and Soil Analysis

Extension of Land Region Monitoring Project

  • Built a system to classify soil types and recommend crops based on pH levels.
  • Combined CNN for soil classification with a pH-based recommendation engine.
  • Achieved 87.35% accuracy, with strong ROC AUC scores for multiple soil types.

My Contribution:

  • Data Collection & Preprocessing
  • Literature Survey
  • Research Paper for IEEE Conference

Custom Chatbot using Generative AI and Meta Llama 3-8b Instruct

May - July 2024

  • Designed and deployed a chatbot using LLMs as part of Intel Unnatiโ€™s program, including environment setup, UI design, and model deployment.

๐Ÿ’ก Skills

  • Data Science: Machine Learning, Artificial Intelligence, Deep Learning, Data Analysis, Data Visualization, SQL
  • Programming Languages: Python
  • Soft Skills: Problem-Solving, Teamwork, Adaptability, Leadership

๐Ÿ“œ Certifications

  • Generative AI Specialization | IBM
  • IBM Data Science Professional Certificate | IBM
  • Introduction to Data Analytics | IBM
  • Google Workspace | Google

๐Ÿ† Achievements

  • 10 CGPA in SSC, demonstrating strong academic performance.
  • GITAM Entrance Exam Scholarship recipient.

โšฝ Hobbies

  • Watching Football
  • Watching Movies

๐Ÿ“Š GitHub Stats

Yaswanth's GitHub Stats Top Langs


Looking forward to collaborating on exciting projects! Feel free to connect or reach out!

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  1. ECE_Crop-Selection-and-Recommendation-using-DeepLearning-and-Soil-Analysis ECE_Crop-Selection-and-Recommendation-using-DeepLearning-and-Soil-Analysis Public

    Python

  2. Land-Region-Monitoring-for-farming-using-Deep-Learning Land-Region-Monitoring-for-farming-using-Deep-Learning Public

    Python

  3. Team_Jithendhra_Pro_Sub Team_Jithendhra_Pro_Sub Public

    Jupyter Notebook

  4. falcon9-landing-prediction-ds falcon9-landing-prediction-ds Public

    Jupyter Notebook

  5. What-Is-Data-Science-by-IBM What-Is-Data-Science-by-IBM Public