👋 About Me

Hi! I’m Shiva Ram Kumar Jella, an aspiring AI Engineer with hands-on experience in machine learning, deep learning, and end-to-end deployment. I’m passionate about using AI to solve real-world problems and am actively building expertise in LLMs, NLP, and AI product development.

🧠 Tech Skills

✅ Current Proficiency

• Languages: Python, C/C++, Java, JavaScript, SQL
• ML/DL Frameworks: TensorFlow, PyTorch, Scikit-learn, OpenCV
• Frontend: React, HTML, CSS, Material-UI
• Backend: Node.js, Express.js, REST APIs
• Databases: MongoDB, MySQL, PostgreSQL
• Tools: Git, Docker, Jupyter, Streamlit, VS Code

📈 Currently Learning

• Hugging Face Transformers & PEFT (LoRA, QLoRA)
• FastAPI + LLM API deployment
• Cloud ML (GCP / Azure AI Studio)
• MLOps fundamentals (CI/CD, MLFlow, experiment tracking)

🚀 Projects

🔍 Fake Review Detection using BERT

Built a binary classifier using a fine-tuned BERT model to detect fake Amazon product reviews. Achieved >90% F1 score with real-world datasets. Includes data preprocessing, fine-tuning pipeline, and Streamlit demo.

🌿 Plant Disease Detection (Deployed)

CNN-based model deployed using Streamlit and Docker for real-time plant disease classification from leaf images. Includes robust data augmentation and UI.

🧬 Breast Cancer Classifier

Developed a neural network using TensorFlow and PyTorch to classify tumors (benign/malignant) from the UCI dataset with 94% accuracy.

🧠 Blood Group Detection from Fingerprints

Innovative tool using OpenCV + CNN to classify blood group from infrared fingerprint imaging. Achieved 93% accuracy.

📜 Certifications

• [✔️] Machine Learning Specialization – DeepLearning.AI (Coursera)
• [✔️] Deep Learning Specialization – DeepLearning.AI (Coursera)
• [✔️] Python for Data Science – NPTEL (Score: 82%)

🎯 Aspirations

I aspire to become a full-time AI Engineer, building intelligent systems that are scalable, ethically sound, and impactful in domains like healthcare, education, and civic tech.
I’m especially interested in:

• Large Language Models (LLMs)
• Real-time ML applications
• AI in low-resource and regional language settings

📬 Contact

• Email: [email protected]
• GitHub: github.com/shivaram-1028
• LinkedIn: linkedin.com/in/jella-shiva-ram-54483a2b1