November 2024
Reinforcement Learning
PyTorch
Optimization
Reinforcement Learning for Antenna Design: A Deep Dive
Exploring how uncertainty-aware RL agents can optimize electromagnetic structures, reducing
simulation costs by 65% through hybrid surrogate modeling approaches. Learn about combining Soft
Actor-Critic with LightGBM and MLP models for efficient antenna geometry optimization.
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October 2024
NLP
RAG
Multilingual
Building Multilingual NLP Systems with RAG
A practical guide to implementing production-ready retrieval-augmented generation pipelines for
Indian languages with semantic chunking and cross-encoder reranking. Discover how to handle 12+
languages with OCR integration and FastAPI deployment.
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September 2024
Security
Cryptography
Python
End-to-End Encryption in Python: Building Secure Messaging Systems
Learn how to implement hybrid AES-256 and RSA-2048 cryptography with secure key exchange protocols
for zero-knowledge architecture messaging. A comprehensive guide to building production-grade
encrypted communication systems.
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