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| <title>Alexander Reddy - Personal Portfolio</title> | |
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| <img src="Alex.jpeg" alt="Alexander Reddy"> | |
| <h1>Alexander Reddy</h1> | |
| <p>Machine Learning Engineer | Deep Learning | GenAI | End-to-End AI Solutions</p> | |
| </header> | |
| <nav> | |
| <ul> | |
| <li><a href="#about">About Me</a></li> | |
| <li><a href="#skills">Skills</a></li> | |
| <li><a href="#projects">Projects</a></li> | |
| <li><a href="#experience">Experience</a></li> | |
| <li><a href="#contact">Contact</a></li> | |
| </ul> | |
| </nav> | |
| <section id="about"> | |
| <h2>About Me</h2> | |
| <p>Result-driven Machine Learning Engineer with 5+ years of experience designing, deploying, and optimizing ML/DL/GenAI solutions. Passionate about solving real-world problems through AI innovation.</p> | |
| </section> | |
| <section id="skills"> | |
| <h2>Skills</h2> | |
| <ul> | |
| <li>Languages/Tools: Python, SQL, Git, Bash</li> | |
| <li>Libraries/Frameworks: Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch, Keras, OpenCV, XGBoost, NLTK, SpaCy</li> | |
| <li>Deployment & Web: Flask, Streamlit, FastAPI, Docker, AWS (EC2, S3), Azure</li> | |
| <li>Concepts: Supervised & Unsupervised ML, NLP, CNN, RNN, OCR, LLMs, RAG, Chatbot</li> | |
| </ul> | |
| </section> | |
| <section id="projects"> | |
| <h2>Projects</h2> | |
| <ul> | |
| <li><a href="https://github.com/alexvatti/telecom-churn" target="_blank">Telecom Churn Prediction</a> - Built a predictive model using XGBoost and Scikit-learn with an AUC-ROC of 0.85. Deployed using Flask on AWS.</li> | |
| <li><a href="https://github.com/alexvatti/wound-image-classification" target="_blank">Wound Image Classification</a> - Improved accuracy from 50% to 85% using CNN and OpenCV, deployed on AWS.</li> | |
| <li><a href="https://github.com/alexvatti/rag-chatbot" target="_blank">RAG-Based Chatbot</a> - Retrieval-Augmented Generation chatbot using LangChain and LLMs, integrated OCR, and deployed with Streamlit on AWS.</li> | |
| </ul> | |
| </section> | |
| <section id="experience"> | |
| <h2>Experience</h2> | |
| <ul> | |
| <li>Freelance Data Scientist (Upwork) - 90% Job Success Score, delivering exceptional results for global clients.</li> | |
| <li>Machine Learning Engineer (Qvantel, Hyderabad) - Developed AI/ML solutions for smart cameras and embedded systems.</li> | |
| </ul> | |
| </section> | |
| <section id="contact"> | |
| <h2>Contact</h2> | |
| <p>Email: <a href="mailto:alexvatti@gmail.com">alexvatti@gmail.com</a></p> | |
| <p>LinkedIn: <a href="https://www.linkedin.com/in/alexdatascientist" target="_blank">alexdatascientist</a></p> | |
| <p>GitHub: <a href="https://github.com/alexvatti" target="_blank">alexvatti</a></p> | |
| <p>YouTube: <a href="https://www.youtube.com/@AlexTechProjects" target="_blank">AlexTechProjects</a></p> | |
| </section> | |
| <footer> | |
| <p>© 2024 Alexander Reddy. All rights reserved.</p> | |
| </footer> | |
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