Deep technical breakdowns on Production Computer Vision, Agentic AI, RAG Pipelines, Embedded IoT, and Local-First Engineering.
18 minBuilt against NHAI's 2023 ATMS Standards: multi-vendor ONVIF PTZ cameras, dual-model TensorRT inference, occlusion-resilient ByteTrack, 7 incident rules, and SHA-256 evidence integrity.
Shubham K.
12 minEngineering a local-first CV dataset development platform: YOLO-assisted auto-annotation, bbox and polygon segmentation, dataset health QA, and in-browser model training with live SSE logs.
Shubham K.
9 minHow I built an offline-first typing trainer in Python and JavaScript with 10-agent deterministic AI, sub-millisecond telemetry, Web Audio DSP synthesis, and an 18 MB standalone binary.
Shubham K.
10 minArchitecting a production-grade, event-driven AI platform for real-time anomaly validation and autonomous agentic incident investigations using six specialized AI personas.
Shubham K.
8 minHow we engineered a Multi-Agent Decision Intelligence Platform using Gemini 2.5 and Vertex AI to transform fragmented municipal data into actionable policy with full explainability.
Shubham K. 7 minBuilding an intelligent, image-based vehicle matching platform using YOLOv5 and OSNet-AIN with zero database dependencies and sub-10ms FAISS IVF-PQ search at 150K+ queries/sec.
Shubham K.
10 minArchitecting hybrid retrieval with FAISS + BM25 + Reciprocal Rank Fusion (RRF), knowledge graph exploration, and production-grade streaming Q&A with Ollama local models.
Shubham K.
9 minHow we architected a real-time Highway Traffic Management System at Arya Omnitalk — detecting accidents in milliseconds while processing 50,000+ daily events across 120+ cameras.
Shubham K.
6 minPredictive soil analytics and edge ML models saving 30% water in agricultural deployments. The foundational architecture behind our SIH winning JalTantra system.
Shubham K.
7 minLeading Team Technocrats to the National Championship under the Ministry of Jal Shakti with JalTantra. Strategy, execution, and 36-hour rapid hardware iteration.
Shubham K.
8 minRole-based access control, JWT authentication, and high-performance database schema across 164+ commits and 4 comprehensive user dashboards.
Shubham K.
5 minDetecting early burnout signals from free-form text using NLP sentiment analysis and micro-anomaly detection built during my internship at IBM India.
Shubham K.
6 minAutomating electronic waste tracking with smart load cells, ultrasonic fill-level sensors, and MQTT pipelines connected to cloud dashboards.
Shubham K.
5 minMulti-object detection and tracking from live video streams. Frame rate optimization, non-maximum suppression, and bounding box pipelines.
Shubham K.
4 minDesigning an autonomous robot using Arduino Mega, a 5-channel IR sensor array, and high-speed interrupt-driven motor PID loops.
Shubham K.
11 minA rigorous technical breakdown of Self-Attention, Multi-Head Projections, Positional Encodings, and why "Attention is All You Need" changed AI forever.
Shubham K. 9 minState-machine driven cyclical graphs, human-in-the-loop validation, and memory persistence in production agentic workflows.
Shubham K.
8 minChunking strategies, reciprocal rank fusion, cross-encoder re-ranking, and context compression for zero-hallucination document intelligence.
Shubham K.
7 minFrom Small Language Models (SLMs) running locally on device to autonomous multi-agent swarms and continuous active learning loops.
Shubham K.
6 minComparing throughput, payload overhead, reliability guarantees, and battery consumption for edge computing and industrial sensors.
Shubham K.
8 minPerformance benchmarks, memory safety guarantees, and ecosystem maturity of the three languages competing to power next-generation AI infrastructure.
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