About Me
Hello! My name is Ravi Prakash Mishra, and I am a passionate and dedicated Artificial Intelligence and Machine Learning Engineer with over four years of experience in the industry. My journey in the world of technology began with a fascination for computers and a curiosity about how they work. This curiosity led me to pursue a Master of Computer Applications (MCA) in Machine Learning from Amity University, where I graduated with a CGPA of 9.01 in June 2024.
My Mission
My mission is to leverage technology to solve real-world problems and create innovative solutions that drive business growth and efficiency. I believe in the power of technology to transform industries and improve lives, and I am committed to using my skills to make a positive impact.
Expertise
I specialize in a wide range of technologies and programming languages, including but not limited to:
- Artificial Intelligence & Machine Learning: Scikit-learn, TensorFlow, Keras, XGBoost, Random Forest, Naïve Bayes, KNN, PyTorch
- Natural Language Processing: NLTK, SpaCy, TextBlob, Gensim, BERT, GPT
- Computer Vision: OpenCV, YOLO, ResNet, VGG, CNNs
- Data Analysis & Visualization: Pandas, Numpy, Matplotlib, Seaborn, Plotly, D3.js
- Programming Languages: Python
- SQL & Database Management: PostgreSQL, MySQL, SQLite
- Big Data Technologies: Hadoop, Spark
- Cloud Services: AWS (S3, EC2, SageMaker, Lambda)
- Containerization: Docker, Kubernetes
- Versioning toolkit: GitHub
Professional Experience
Over the years, I have had the privilege of working with a diverse range of clients, from startups to established enterprises.
- AI/ML Engineer & MLOps Consultant: Developing and deploying scalable ML models using AWS services, including S3, EC2, SageMaker, and more. Designed and implemented end-to-end MLOps pipelines for model lifecycle management. Automated CI/CD pipelines with GitHub Actions, Jenkins, and GitLab CI/CD. Containerized applications using Docker, managed with Kubernetes and OpenShift. Employed Terraform for IaC and Ansible for configuration management. Conducted automated testing with pytest and Selenium, integrating workflows with MLflow, TFX, and Apache Airflow. Utilized Prometheus and Grafana for monitoring, and the ELK Stack for logging and analysis. Managed client deliverables, ensuring quality and timely project completion.
Personal Values
- Integrity: I believe in maintaining the highest standards of honesty and transparency in all my professional interactions.
- Innovation: I am constantly exploring new technologies and methodologies to stay ahead of the curve and deliver cutting-edge solutions.
- Customer Focus: My clients' needs and satisfaction are my top priorities. I strive to exceed their expectations by delivering high-quality work on time and within budget.
- Continuous Learning: The tech industry is ever-evolving, and I am committed to lifelong learning to keep my skills and knowledge up-to-date.