Asynchronous Programming
Benchmarking
Circuit Breaker
Competitions
- Machine Learning / Predict the Customer segment in Advertising - Top 1% in IndiaHacks Machine Learning Competition
- Machine Learning / Land Cover Classification with 96% F1 Score - European Conference of Machine Learning-PKDD
- Machine Learning / Deployed my first IBM Watson powered App.
dask
Data Engineering
Distributed Computing
Distributed Systems
- Kubernetes Cron to schedule recurring jobs within Kubernetes Pods
- Production | Machine Learning / Optimizing ML Inference Pipelines with Lazy Loading
- Distributed Systems / Cloud Patterns - Circuit Breaker for Non-Transient failures
- Distributed Systems / Cloud Patterns - Retry for Transient failures
Docker
Finetuning
hacks
ibm watson
Image
Kubernetes
- Kubernetes Cron to schedule recurring jobs within Kubernetes Pods
- Kubernetes Rolling Upgrade: A Smooth Transition to New Versions
Latency
Lazy Loading
LLM
- Traceback assistant, an opensource package, which reads the exception and describes it.
- Compare Vector Databases for LLM applications
- Finetune Pretrained LLM on your custom data with OpenAI and LLAMA Index
LLMs
- Productionizing LLM models on Cloud
- Fine tuning an LLM Model with Hyper Parameter Tuning on Custom Data
Machine Learning
- Machine Learning / Predict the Customer segment in Advertising - Top 1% in IndiaHacks Machine Learning Competition
- Machine Learning / Land Cover Classification with 96% F1 Score - European Conference of Machine Learning-PKDD
Machine Learning Operations
- Kubernetes Cron to schedule recurring jobs within Kubernetes Pods
- Kubernetes Rolling Upgrade: A Smooth Transition to New Versions
- Deploying Docker images & Python packages using Makefile
- Production | Machine Learning / Optimizing ML Inference Pipelines with Lazy Loading
Makefile
Micro Services
- Kubernetes Cron to schedule recurring jobs within Kubernetes Pods
- Kubernetes Rolling Upgrade: A Smooth Transition to New Versions
- Using 12 factors for microservices in Production
- Production | Machine Learning / Optimizing ML Inference Pipelines with Lazy Loading
- Distributed Systems / Cloud Patterns - Circuit Breaker for Non-Transient failures
- Distributed Systems / Cloud Patterns - Retry for Transient failures
Natural Language Processing
Open Source
Patterns
- Distributed Systems / Cloud Patterns - Circuit Breaker for Non-Transient failures
- Distributed Systems / Cloud Patterns - Retry for Transient failures
Pen & Paper
Performance
- Productionizing LLM models on Cloud
- Fine tuning an LLM Model with Hyper Parameter Tuning on Custom Data
- Code Profiling and Memory Profiling in Python: Optimizing Performance and Resource Usage
Production
- Productionizing LLM models on Cloud
- Code Profiling and Memory Profiling in Python: Optimizing Performance and Resource Usage