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Abdeltoto/README.md


Typing SVG

   




👤 WHO AM I


const ABDEL_ATIA = {

    education: {
        degrees: ["PhD (Biopharmaceutics)", "DMV (Veterinary Medicine)"],
        certifications: [
            "IBM RAG & Agentic AI — 8-course specialization",
            "Harvard CS50 — 7 courses completed"
        ]
    },

    coding: {
        started: "Childhood — self-taught since day one",
        evolution: "BASIC → C → Python → AI/ML → RAG & Agents",
        experience: "15+ years"
    },

    stats: {
        countries_visited: 64,
        continents_explored: 4,
        certifications_earned: 8,
        papers_read_yearly: 300,
        coffee_dependency: "CRITICAL ☕"
    },

    superpower: "I speak the language of cells, Python, AND LLMs.",
    motto: "Automate the boring. Amplify the human."

} as const;



Certified by


IBM



Harvard University



🌍 64
Countries
🏆 8
Certifications
📚 300+
Papers/Year

Coffees
🔬 My Journey — From childhood coder to AI architect

🧒 The Origin

+ 👦 Fell in love with code as a child
+ 🖥️ Self-taught out of pure curiosity
+ 📚 From BASIC to modern languages

🎓 The Academic

+ 🦁 DMV — Treated lions in Africa
+ 🧬 Biopharmacist — Molecular research
+ 📜 PhD — Biopharmaceutical sciences

🚀 The AI Evolution

+ 💻 Fusing Biology + Code
+ 🤖 AI Systems Engineer
+ 🎯 IBM + Harvard (2025-2026)

The Common Thread: Code has been with me since childhood. Biology gave me scientific rigor. AI lets me fuse it all together.




🎯 WHAT I BUILD




RAG Systems
Documents → Knowledge → Action
Hybrid search, re-ranking, citations


AI Agents
Multi-agent orchestration
ReAct, MCP, autonomous workflows


Bioinformatics
FASTQ → Species identification
16S rRNA, BLAST, metagenomics


Production APIs
FastAPI, Docker, K8s
Scalable, monitored, responsible

🏆 CERTIFICATIONS & CREDENTIALS



IBM     



🤖 IBM RAG & Agentic AI Professional Certificate

8-Course Specialization | Advanced Level








Harvard University



🎓 Harvard CS50 — The Complete Journey

7 Courses Completed | Full-Stack Computer Science Curriculum




🎓 CS50x             — Introduction to Computer Science        ✅
🐍 CS50P             — Programming with Python                 ✅
🗄️ CS50 SQL          — Introduction to Databases               ✅
🤖 CS50AI            — Artificial Intelligence with Python      ✅
🌐 CS50W             — Web Programming with Python & JS        ✅
📊 CS50R             — Programming with R                      ✅
🔒 CS50 Cybersecurity — Introduction to Cybersecurity           ✅





timeline
    title 🎯 Certification Journey
    2025 : 🎓 CS50x — Computer Science
         : 🐍 CS50P — Python Programming
    2026 : 🗄️ CS50 SQL — Databases
         : 🤖 CS50AI — Artificial Intelligence
         : 📊 CS50R — R Programming
         : 🌐 CS50W — Web Programming
         : 🔒 CS50 Cybersecurity
         : 🤖 IBM RAG & Agentic AI — 8 Courses
         : 🚀 More coming soon...
Loading



🛠️ TECH ARSENAL




🤖 AI Frameworks & Agentic Systems


LangChain LangGraph LlamaIndex CrewAI AutoGen BeeAI Semantic Kernel Haystack


HuggingFace Transformers OpenAI API Anthropic API Pydantic MCP Tavily

🧠 LLM Models & APIs


GPT-4.1 o3 Claude 4 Gemini 2.5 Llama 4 Mistral DeepSeek Cohere Groq

🗄️ Vector DBs & Retrieval


Pinecone ChromaDB Weaviate Qdrant FAISS Milvus Neo4j


Cohere Rerank tiktoken Unstructured Nomic BGE-M3

🐍 Python Ecosystem


Python Pydantic pytest Poetry pip Conda


Regex Requests httpx aiohttp BeautifulSoup spaCy


Black Ruff mypy pre-commit

📊 Data Science & Machine Learning


PyTorch TensorFlow scikit-learn Keras ONNX


Pandas NumPy SciPy Jupyter Matplotlib Plotly

🌐 Web, APIs & UI Frameworks


FastAPI Flask Django Streamlit Gradio Chainlit


HTML5 CSS3 JavaScript TypeScript React gRPC WebSockets

⚙️ Infrastructure & Cloud


Docker Docker Compose Kubernetes AWS GCP Azure


Terraform GitHub Actions Vercel Render Linux Nginx


Git GitHub VS Code Cursor Bash C

📡 Databases, Monitoring & MLOps


PostgreSQL MongoDB SQLite MySQL Redis Supabase


LangSmith Langfuse W&B MLflow Airflow DVC

🧬 Bioinformatics & Research (PhD)


NCBI BLAST SILVA 16S rRNA FASTQ Paired-End Biopython

PERMANOVA ANOSIM PCoA Bray-Curtis Shannon Rarefaction

PubMed API NCBI Entrez RDKit R SPSS LaTeX BIOM Zotero




🚀 PROJECTS IN PRODUCTION


🔍 Enterprise RAG Platform

Stack:
  - LangChain + LangGraph
  - Pinecone + Cohere Rerank
  - GPT-4.1

Features:
  ✅ Multi-source ingestion
  ✅ Hybrid search (dense + sparse)
  ✅ Self-correcting RAG
  ✅ Citation & provenance

Impact: "90% faster research"

🤖 Multi-Agent Research System

Stack:
  - LangGraph + CrewAI
  - Claude 4 + GPT-4.1
  - Custom Tools + MCP

Agents:
  ✅ Researcher (literature)
  ✅ Analyst (data)
  ✅ Writer (synthesis)
  ✅ Critic (review)

Impact: "20h/week automated"

🧬 SeqDNA 16S — DNA Sequencing Platform

Stack:
  - Python + Flask (SPA)
  - NCBI BLAST+ & SILVA 138.2
  - Chart.js + fpdf2 reports
  - SQLite + Auth multi-users

Features:
  ✅ 16S rRNA metabarcoding pipeline
  ✅ Paired-end R1+R2 assembly (Phred)
  ✅ PERMANOVA, ANOSIM, PCoA, Bray-Curtis
  ✅ Rarefaction curves & taxonomic trees
  ✅ PDF reports + BIOM 1.0 export
  ✅ SaaS: Free / Pro / Admin plans

Impact: "FASTQ → Species ID in minutes"

⚡ Intelligent Pipelines

Stack:
  - Airflow + Docker
  - PostgreSQL + Redis
  - Custom monitoring

Features:
  ✅ Self-healing workflows
  ✅ Anomaly detection
  ✅ Auto-scaling
  ✅ Real-time alerts

Impact: "Zero manual intervention"



🌐 OPEN SOURCE CONTRIBUTIONS





superdoc-dev/superdoc

Built the full OMML → MathML conversion layer: equation arrays, matrices, n-ary operators, group characters, phantoms, accents, and pre-sub-superscripts. Enables Word math equations to render natively in the browser.
#2754 · #2753 · #2752 · #2751 · #2749 · #2748 · #2747
palantir/palantir-mcp

Fixed cross-platform compatibility — Palantir's MCP server couldn't spawn on Windows. Added shell: true to the npx child process, unblocking all Windows developers.
#25
DeepCritical/DeepCritical

Implemented a full MCP server for MAFFT multiple sequence alignment — bridging bioinformatics tooling with the AI agent ecosystem. Allows LLM agents to run protein/DNA alignments autonomously.
#231
microDM/ProBioPred

Modernized the project scaffolding — added pyproject.toml, CONTRIBUTING.md, and .gitignore to make this probiotic prediction tool pip-installable and contributor-friendly.
#1
Awesome Bioinformatics & Computational Biology

Enriched two major curated lists used by thousands of researchers — added Scanpy (the standard scRNA-seq toolkit) and EvoDiff (protein generation via diffusion models).
Awesome-Bioinformatics #127 · awesome-computational-biology #50
rmindel/gsd-for-cursor

Fixed broken hooks path — the Cursor IDE adaptation was still pointing to ~/.claude/ instead of ~/.cursor/, causing silent failures for all Cursor users.
#3





📊 GITHUB ANALYTICS




  









  



💡 PHILOSOPHY & ⚠️ KNOWN BUGS


class DevPhilosophy:

    RULES = [
        "If you do it more than twice → automate it",
        "Clarity beats cleverness. Always.",
        "Ship fast, iterate faster, learn fastest",
        "Good code is code that can be deleted",
        "The best prompt is the one you never write twice"
    ]

    MOTTO = "In the name of the Prompt, the Model, and the Holy Iteration 🙏"

    def daily_standup(self) -> str:
        return """
        ☕ Coffee.init()
        💻 Code.write()
        🐛 Bugs.hunt()
        🚀 Features.ship()
        📚 Papers.read()
        🔄 Repeat()
        """
- ⚠️ CaffeineDependency: System unstable below 3 cups
- ⚠️ TabOverflow: 50+ browser tabs is "normal"
- ⚠️ RefactorLoop: "Quick fix" → 5h rewrite
- ⚠️ CertificationAddiction: 8 and still collecting

+ ✅ RAGObsession: Building retrieval systems 24/7
+    (working as intended)
+ ✅ AgentAddiction: Creating AI agents for everything
+    (feature, not bug)
+ ✅ HarvardEffect: Now explains everything with O(n)
+    (feature)
+ ✅ CS50Completionist: All 7 CS50 courses done
+    (definitely not a bug)



📡 LET'S CONNECT


Typing SVG



       



Built with ☕ + 🐍 + 🤖   |   Certified by IBM + Harvard


Last update: April 2026

No GPU was harmed in the making of this profile.


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