Toolkit
What I build with
Grouped by what I use them for. Filter by role if you are hiring for something specific.
01
AI/ML & Deep Learning
- TensorFlow
- Keras · TensorFlow Serving · TensorBoard
- PyTorch
- torchvision · transformers · Lightning
- scikit-learn
- Pandas · NumPy · Matplotlib
- XGBoost
- LightGBM · CatBoost
- Recommender Systems
- Collaborative Filtering · Content-Based
- Langchain
- RAG · Vector Stores · Agents
- A/B Testing
- Statistical Analysis · Experimentation
02
Programming & Data Analysis
- Python
- FastAPI · Django · Flask
- Pandas
- NumPy · Matplotlib · Seaborn
- NumPy
- SciPy · Matplotlib
- SQL
- PostgreSQL · MySQL · SQLite
- Spark
- PySpark · Spark SQL
- Feature Engineering
- Data Preprocessing · Scaling
- Node.js
- Express · NestJS
- TypeScript
- React · Next.js · Angular
03
ML Engineering & Deployment
- Git
- GitHub · GitLab · Bitbucket
- AI Solution Deployment
- Docker · Kubernetes · CI/CD
- Collaborative Development
- Agile · Code Reviews · Documentation
- AWS Bedrock
- Lambda · S3 · ECS
- AWS Lambda
- Serverless · API Gateway
- AWS S3
- CloudFront · IAM
- AWS ECS
- Fargate · ECR
04
Concepts & Techniques
- Supervised Learning
- Classification · Regression · Ensemble Methods
- Unsupervised Learning
- Clustering · Dimensionality Reduction
- Natural Language Processing
- BERT · Transformers · Named Entity Recognition
- Deep Learning
- CNNs · RNNs · Transformers
- Model Optimization
- Hyperparameter Tuning · Pruning · Quantization
- Computer Vision
- OpenCV · Object Detection · Image Processing
Picked up across four jobs: Precision Planting, IBM, Dell, and E-Green. The recurring theme has been cutting processing time by 40 to 60 percent.
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