NLP
Deploying Large Language Models on iOS
How I built a personalized LLM on iOS using Google PaLM 2 and CoreML, achieving 85% query resolution rate.
Jan 1, 1970
12 min read
NLPiOSLLM
Read MoreMy Blog
Insights on Data Science, Machine Learning, and Software Engineering
Backend
Microservices Architecture for High-Traffic Applications
Designing and deploying microservices that handle 10K+ concurrent requests with 65% latency reduction using Redis caching and optimization.
Jan 1, 1970
11 min read
MicroservicesArchitecturePerformance
Read MoreMLOps
From Jupyter Notebook to Production: ML Deployment Guide
A practical guide to deploying machine learning models at scale, covering Docker, Kubernetes, monitoring, and A/B testing strategies.
Jan 1, 1970
15 min read
MLOpsDeploymentDevOps
Read MoreMachine Learning
Building a Multi-Modal Computer Vision Pipeline
Deep dive into architecting an end-to-end ML pipeline that processes 40K+ images with 92% accuracy using ResNet-50 and dimensionality reduction techniques.
Jan 1, 1970
8 min read
Computer VisionPyTorchML
Read MoreData Engineering
Scaling Data Pipelines to Process 3TB Daily
Lessons learned from building production-grade data systems that serve 50K+ users with 99.9% uptime using MongoDB, PostgreSQL, and Redis.
Jan 1, 1970
10 min read
Data EngineeringAWSScalability
Read MoreData Science
Time Series Forecasting for Inventory Optimization
Building predictive models that reduced carrying costs by $75K annually through analyzing 1M+ sales records using Python and statistical techniques.
Jan 1, 1970
9 min read
Time SeriesForecastingPython
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