All Posts · Dinesh's Journal

2025

Traceback assistant, an opensource package, which reads the exception and describes it. Sat 22 March 2025

2024

Productionizing LLM models on Cloud Wed 11 December 2024

Fine tuning an LLM Model with Hyper Parameter Tuning on Custom Data Sat 23 November 2024

Compare Vector Databases for LLM applications Fri 10 May 2024

2023

Finetune Pretrained LLM on your custom data with OpenAI and LLAMA Index Wed 05 April 2023

Kubernetes Cron to schedule recurring jobs within Kubernetes Pods Sun 05 February 2023

2022

Kubernetes Rolling Upgrade: A Smooth Transition to New Versions Tue 13 December 2022

Deploying Docker images & Python packages using Makefile Wed 02 November 2022

2021

Asynchronous Programming / Asyncio for Long running tasks without blocking main thread Fri 09 April 2021

2020

Code Profiling and Memory Profiling in Python: Optimizing Performance and Resource Usage Fri 07 February 2020

2019

Using 12 factors for microservices in Production Thu 02 May 2019

2018

Production | Machine Learning / Optimizing ML Inference Pipelines with Lazy Loading Thu 06 September 2018

Distributed Systems / Cloud Patterns - Circuit Breaker for Non-Transient failures Tue 21 August 2018

Region Masking on an Image Sat 11 August 2018

Distributed Systems / Cloud Patterns - Retry for Transient failures Thu 09 August 2018

2017

Machine Learning / Predict the Customer segment in Advertising - Top 1% in IndiaHacks Machine Learning Competition Tue 10 October 2017

Machine Learning / Land Cover Classification with 96% F1 Score - European Conference of Machine Learning-PKDD Sun 30 July 2017

Life hack / Simple hack to find cheap Uber prices with respect to time. Fri 02 June 2017

Benchmarking / Benchmarking various Data file formats - csv, h5, pytables(hdf5), npy, npz, joblib Sun 26 March 2017

2016

Out of Core Computation / Dask Dataframe for Out of Core Computations Sun 02 October 2016

2015

Machine Learning / Deployed my first IBM Watson powered App. Thu 25 June 2015