Chris Prasanna

About Me

Machine learning engineer with a background in robotics and control systems. Passionate about creating intelligent, human-centric systems through real-world deployment and iterative, hands-on development.

Skills

Machine Learning, GenAI, and Full-Stack ML Engineering Expertise

Machine Learning & AI

Deep Learning, Generative AI (LLMs, Diffusion Models), Supervised & Unsupervised Learning, Reinforcement Learning, Foundation Models, Prompt Engineering, Model Distillation, Transfer Learning, Model Evaluation, Active Learning, Data Augmentation, Computer Vision, Natural Language Processing, Gradient Boosting, Ensemble Learning, Model Explainability (SHAP, LIME), Model Compression, Quantization

ML Engineering & MLOps

ML Pipelines, Model Deployment (Cloud & Edge), Docker, Kubernetes, CI/CD for ML, Monitoring & Observability, Data Versioning, MLflow, SageMaker, Airflow, Experiment Tracking, Infrastructure as Code, Scalable Training & Inference, Optimization & Hyperparameter Tuning (Optuna, Ray Tune)

Data Science & Analytics

Data Wrangling, EDA, Visualization (Plotly, Seaborn), A/B Testing, Statistical Modeling, SQL, Pandas, NumPy, SciPy, Predictive Modeling, Experiment Design, Business Insights, Data Storytelling, Time Series Analysis, Time Series Forecasting, Data Quality Assessment, Anomaly Detection, Feature Engineering, Feature Selection, Data Augmentation

Programming & Frameworks

Python, PyTorch, TensorFlow, Hugging Face Transformers, Scikit-learn, Rust, C++, MATLAB, SQL, Shell Scripting, Git, REST APIs, Streamlit, Gradio, FastAPI, Flask, tkinter, LaTeX

Tooling & Cloud Platforms

AWS (S3, EC2, SageMaker, IAM), Docker, VS Code, Jupyter, Weights & Biases, GitHub Actions, Databricks, Linux, Vim, Ray, Data Security, Containerization

Robotics & Embedded Systems

Adaptive Control, Sensor Fusion, Mechatronics, HW-in-the-Loop Testing, Embedded C/C++, Microcontrollers, Real-Time Systems, Communication Protocols, Control Theory, System Simulation, Motion Planning, Circuit Design

Chris Prasanna

About Me

Skills

Machine Learning & AI

ML Engineering & MLOps

Data Science & Analytics

Programming & Frameworks

Tooling & Cloud Platforms

Robotics & Embedded Systems

My Portfolio

Predicting Seattle Gas Prices with Deep Learning

Developing a Personal Fitness Trainer AI

Robotic Prosthetic Ankle Controller

Modeling a Human-Robot System using Deep Learning

Teaching AI to Play Tetris with Reinforcement Learning

X-Ray Video-Based 3D Bone Motion Tracking

Environmental Feedback Controller

Automated Material Testing & Analysis

Cerebral Palsy Rehabilitation Product Design & Fabrication

Electric Off-Road Trike Design Project

Special Olympics Award Stand Design & Fabrication