@iamEtornam

Bringing it to Life: The Real-Time Inference Engine (Part 3)

1d ago · 5 min read · In Part 2, we successfully trained a Transformer model to map sequences of body keypoints to sign language glosses using CTC loss. However, training on pre-segmented videos is one thing; making it wor

From Pixels to Predictions: Data Pipelines and Training the Sequence Model (Part 2)

Apr 17 · 5 min read · In Part 1 of this series, we introduced the architecture of the asl-to-voice translation system—a five-stage pipeline designed to turn real-time webcam video into spoken English. But a machine learnin

1

Bridging the Silence: Building a Real-Time Sign Language Translator (Part 1)

Apr 10 · 4 min read · Communication is the cornerstone of human connection, yet for the deaf and hard-of-hearing communities, a significant barrier exists when interacting with those who don't understand sign language. Whi

AArchit commented

Prompt-Driven Development: The Next Evolution in Software Engineering

Jun 24, 2025 · 5 min read · I. Introduction: The Evolution of Development The journey of software development has been a continuous evolution, marked by shifts in methodologies, tools, and paradigms. From the structured rigidity of the Waterfall model in the mid-20th century, t...

Understanding Route Awareness in Flutter: Leveraging the RouteAware Class

Apr 8, 2025 · 4 min read · In Flutter development, managing navigation and understanding a widget’s visibility within the navigation stack is crucial for building dynamic and responsive user interfaces. The RouteAware class in the Flutter widgets library provides a mechanism f...