Category
Machine Learning
Deep dives into ML algorithms, models, and applications
// 12 articles filed
// FIG. CAT-MACH
PristrenPristrenDeep dives into ML algorithms, models, and applications
// 12 articles filed
We run scale benchmarks testing search speed, indexing latency, and recall accuracy across cloud and hosted database engines.
Mahmudul Haque Qudrati
CEO & ML Engineer
Pyannote.audio provides state-of-the-art speaker diarization that identifies who speaks when in a recording, enabling meeting transcripts and podcast notes with per-speaker attribution when combined with Whisper.
Mahmudul Haque Qudrati
CEO & ML Engineer
Learn to compile model pipelines down to Wasm binaries to execute real-time, zero-cold-start inference at the network edge.
Mahmudul Haque Qudrati
CEO & ML Engineer
Traditional retrieval often misses complex relationships. Learn how to map structural nodes alongside vector indices to enhance RAG systems.
Mahmudul Haque Qudrati
CEO & ML Engineer
Implement reciprocal rank fusion algorithms to merge keyword matching (BM25) with context-aware semantic embeddings.
Mahmudul Haque Qudrati
CEO & ML Engineer
How to synchronize offline analytical feature stores with online key-value databases to feed real-time models under 10ms.
Mahmudul Haque Qudrati
CEO & ML Engineer
CLIP learns joint image-text embeddings from 400 million pairs, enabling zero-shot classification on any category you can describe in words - no labeled training data required.
Mahmudul Haque Qudrati
CEO & ML Engineer
Pixtral 12B processes images at arbitrary resolution without fixed patch sizes, scores 52.5% on MMMU, and is available under an Apache 2.0 license.
Mahmudul Haque Qudrati
CEO & ML Engineer
Longformer extends BERT to 4096 tokens using a combination of local sliding window attention and global attention, making it practical for document classification, Q&A, and NER on long-form text.
Mahmudul Haque Qudrati
CEO & ML Engineer
DeepSeek-VL2 applies Mixture of Experts to vision-language modeling, activating only 4.5B of 27B parameters per forward pass while matching models twice its active size.
Mahmudul Haque Qudrati
CEO & ML Engineer
Phi-4 at 14B parameters scores 80.4% on MATH (vs GPT-4o at 76.6%) using a synthetic data pipeline focused on textbook-quality STEM content.
Mahmudul Haque Qudrati
CEO & ML Engineer
Feast solves training-serving skew and enables feature reuse across models - define features once and serve them consistently from both batch and real-time data sources.
Mahmudul Haque Qudrati
CEO & ML Engineer
AI trends, techniques, and real-world implementations
How LLMs work, honest comparisons, and production usage
Every technique that works — with real examples
Claude Code, Cursor, Copilot, open-source tools reviewed honestly
Local LLMs, open models, free AI infrastructure
Fewer tokens, cheaper APIs, local alternatives with real numbers
Benchmarks explained, evaluation frameworks, model testing
LLM SEO, AI SEO, Google AI Overviews, developer marketing
iOS, Android, and cross-platform mobile app development
Modern web technologies, frameworks, and best practices
Data analysis, visualization, and engineering insights
Autonomous agents, LLM applications, and intelligent systems