Skip to content
View syahra712's full-sized avatar
9 followers · 12 following

Achievements

Achievement: Pull Sharkx2Achievement: YOLO

Achievements

Achievement: Pull Sharkx2Achievement: YOLO

Highlights

  • Pro

Block or report syahra712

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
syahra712/README.md
Syed Ahnaf Raza — AI Engineer and open-source contributor

Portfolio LinkedIn All upstream pull requests

I build RAG systems, LLM agents and data pipelines, and I fix bugs in the open-source projects they're built on. When something breaks in a library I depend on, I read the source, reproduce the bug and send the fix upstream.

Right now

  • 🔧 Contributing across the LLM-agent stack, with PRs open in litellm, crewAI, dspy, smolagents, mem0 and markitdown
  • 🔤 Building urdukit, NLP tooling for Urdu, a language that 230M people speak and few libraries support
  • 💼 PMO @ VentureDive · Software Engineering @ Bahria University

🔧 Merged upstream

Latest merge: Convert Impala connection options given as strings to their real types in GoogleCloudPlatform/professional-services-data-validator · 2026-10-19

Project ⭐ Area What I fixed
docling-project/docling 69k document AI · VLMs Coerce MLX bfloat16 logprobs to float in VlmPredictionToken
BerriAI/litellm 62k LLM gateway · billing Don't retire a completed batch from cost recovery while output_file_id is lagging
sshuttle/sshuttle 14k networking · firewalls pf exclusions ignored under a wider include since rules became quick
Skip hostwatch when the server has no os.fork
Keep the tunnel up when a DNS or UDP reply cannot be sent
Drop the zone id of a link-local nameserver from nft rules
tox-dev/tox 4k Python test tooling Keep the packaging backend captured with --no-capture
aboutcode-org/scancode-toolkit 2.6k license compliance Cap pluggy below 1.7.0
cuthbertLab/music21 2.6k (AI) Read MusicXML octave-change in transpose without diatonic
fossasia/voxbento 1.5k web API · access control Scope admin transcript routes to the requested event
fossasia/veditor 1.5k Show app INFO logs so the dev verification link is visible
apache/iceberg-python 1.2k apache Preserve null maps when projecting a map of structs
mozilla/bugbug 576 agentic ai Keep full comment text when rendering Phabricator revisions
GoogleCloudPlatform/professional-services-data-validator 529 Convert Impala connection options given as strings to their real types
fortran-lang/fortls 345 fortls Handle mixed quotes in find_paren_match
getmail6/getmail6 168 #277: malformed POP3 UIDL/LIST aborts only the affected account
openfoodfacts/open-prices 110 crowdsourcing API: accept location_id when updating a proof
pypa/distlib 65 Python packaging Use the Python-2.0.1 SPDX license identifier
konflux-ci/rpm-lockfile-prototype 16 Handle registry port numbers in image specs
apache/solr-orbit 3 apache Build the Docker image on Python 3.13, inside requires-python
Page through collections with SolrClient.search in create-workload
Restore metrics.metrics_store_class so solr-orbit stop works again
🕐 In review: 72 PRs across 58 projects, including markitdown, mem0, litellm, crewAI, agno, dspy, smolagents…
Project ⭐ Fix
microsoft/markitdown 191k Refactor ImageConverter to reuse llm_caption helper
mem0ai/mem0 67k Dispatch add_embeddings on actual signature
BerriAI/litellm 62k Route GPT-5.4+ function-tool calls through the Responses API
crewAIInc/crewAI 60k Opt-in deferred tool loading via Responses tool search
agno-agi/agno 43k Chain exception causes in tool, model, and vectordb error paths
stanfordnlp/dspy 39k Add sort_keys=True to tool call/result JSON serialization
huggingface/smolagents 30k Accept AgentImage/AgentAudio state values for image/audio tool inputs
ArduPilot/ardupilot 16k Tools: param_unpack.py: support param.pck files with defaults
sympy/sympy 15k Annotate sympy/physics/quantum/qft.py
pyro-ppl/pyro 9.1k Restore deep_getattr in pyro.infer.autoguide.utils
marshmallow-code/marshmallow 7.2k Reject leading/trailing hyphen in the last domain label in validate.Email
containers/podman-compose 6.2k Support passing --scale multiple times

See every open PR →

This section updates itself every 6 hours from the GitHub API. See scripts/update.py.

🚀 Things I've built

🔤 urdukit

A zero-dependency Urdu NLP toolkit for normalization, tokenization, stopwords, stemming and Roman-Urdu transliteration. pip install and go: no TensorFlow and no model downloads.

Python NLP low-resource languages

🛠️ HizmatAI

A two-sided agentic booking platform for Pakistan's informal economy. A 6-agent Google ADK pipeline on Gemini connects customers with home-service providers in Urdu, Roman-Urdu and English.

multi-agent Flutter FastAPI React

🕸️ Graph-Augmented Research Agent

A research agent that goes beyond plain RAG: it combines embedding similarity with co-citation and bibliographic coupling for literature search, gap analysis, plagiarism detection and citation formatting.

RAG citation graphs LLM agents

🌫️ AQI forecasting pipeline

An end-to-end MLOps pipeline. Scheduled ingestion feeds a Hopsworks feature store, models retrain automatically, and a live dashboard shows the forecasts, all running on GitHub Actions.

MLOps feature store time series

🫥 hiddenink

Find the ink you can't see. It detects and cleans invisible Unicode, homoglyphs and container metadata, and decides for each occurrence whether the character is a hidden mark or real content.

Python text security zero-dep

🌳 yaadain

A living family tree for Urdu-speaking elders with memory loss. It's an offline-first Flutter app built for reminiscence and simulated-presence therapy.

Flutter Dart health

More: BridgeSign (real-time ASL recognition) · EcoViz (emissions dashboards and model benchmark) · TumorVision (MRI classification with Grad-CAM) · AES-RSA (hybrid encryption service)

🎖️ Experience & credentials
💼 Experience PMO @ VentureDive · Technical APM @ CodeAvenue · RAG / LLM systems @ Sybrid · ML pipelines @ 10Pearls
🏆 Awards Regional Winner, National Agentic AI Hackathon
📜 Certs Oracle Generative AI Professional · Stanford ML Specialization · Microsoft PL-300 · Google Project Management
🌱 Leadership Hult Prize Campus Director · VP, Bahria University Development Society

🛠️ Stack
AI / ML PyTorch · TensorFlow · Hugging Face · LangChain · Google ADK · spaCy · RAG · LLM agents
Languages Python · TypeScript · JavaScript · Dart · SQL
Build & ship FastAPI · React · Next.js · Flutter · Docker · MongoDB · GitHub Actions · n8n
Open to AI/ML engineering and applied AI project management roles · If you maintain a Python project and have a gnarly bug, I'd like to hear about it.

Pinned Loading

  1. DataVisualzationEcoViz DataVisualzationEcoViz Public

    EcoViz — emissions dashboards plus a stacked regression benchmark across 8 model families on CO2 and methane data

    Python 1 1

  2. AIProject-BridgeSign AIProject-BridgeSign Public

    Real-time American Sign Language recognition — MediaPipe hand landmarks, 38-class classifier, spell-correction and text-to-speech

    Python

  3. Graph-Augmented-Intelligent-Research-Agent Graph-Augmented-Intelligent-Research-Agent Public

    Research agent fusing semantic similarity with co-citation and bibliographic coupling — search, gap analysis, plagiarism detection, and citation formatting

    Python

  4. Named-Entity-Recognition-NER-for-Documents Named-Entity-Recognition-NER-for-Documents Public

    Named entity recognition over documents using spaCy and BERT transformers, with a comparison of rule-based and neural approaches

    JavaScript

  5. RAGCHATBOT RAGCHATBOT Public

    Wikipedia-grounded retrieval-augmented chatbot built with Streamlit and Google Gemini

    Python