Syed Ahnaf Raza syahra712

Software Engineer · AI Developer · PMO @ VentureDive . building production RAG, LLM agents & data pipelines.

🔧 Open Source — Merged into the projects the ecosystem runs on

Not toy PRs. Real bug fixes, reviewed and merged into two of the largest AI projects on GitHub.

Project	⭐ Stars	Contribution	Status
BerriAI/litellm	`57k+`	Don't retire a completed batch from cost recovery while `output_file_id` is lagging	✅ Merged
docling-project/docling	`65k+`	Coerce MLX `bfloat16` logprobs to `float` in `VlmPredictionToken`	✅ Merged

_{More contributions in flight across the Python / AI-ML ecosystem.}

Languages

AI / ML

Build & Deploy

Project	What it does
urdukit	Zero-dependency NLP toolkit for Urdu — normalization, tokenization, stemming, Roman-Urdu transliteration. No model downloads.
hiddenink	Detects & cleans invisible Unicode, homoglyphs and container metadata — per-occurrence decisions on hidden marks vs real content.
Graph-Augmented Research Agent	Fuses semantic similarity with co-citation & bibliographic coupling — gap analysis, plagiarism detection, citation formatting.
BridgeSign	Real-time ASL recognition — MediaPipe landmarks, 38-class classifier, spell-correction + text-to-speech.
EcoViz	Emissions dashboards + a stacked regression benchmark across 8 model families on CO₂ and methane data.
AES-RSA Service	FastAPI hybrid AES + RSA encryption for text & files — streaming, compression, digital signatures.

Experience — ML pipelines @ 10Pearls · RAG / LLM systems @ Sybrid

_{Open to roles in AI/ML & Data Science · Let's build something that ships.}