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Abdeltoto/README.md


Typing SVG

Β  Β 




πŸ‘€ WHO AM I


const ABDEL_ATIA = {

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

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

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

    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
πŸ† 8
Certifications
πŸ“š 300+
Papers/Year
β˜• ∞
Coffees
πŸ”¬ My Journey β€” From childhood coder to AI architect

πŸ§’ The Origin

+ πŸ‘¦ Fell in love with code as a child
+ πŸ–₯️ Self-taught out of pure curiosity
+ πŸ“š From BASIC to modern languages

πŸŽ“ The Academic

+ 🦁 DMV β€” Treated lions in Africa
+ 🧬 Biopharmacist β€” Molecular research
+ πŸ“œ PhD β€” Biopharmaceutical sciences

πŸš€ The AI Evolution

+ πŸ’» Fusing Biology + Code
+ πŸ€– 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 β†’ Knowledge β†’ Action
Hybrid search, re-ranking, citations


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


Bioinformatics
FASTQ β†’ Species identification
16S rRNA, BLAST, metagenomics


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

πŸ† CERTIFICATIONS & CREDENTIALS



IBM Β Β Β Β 



πŸ€– IBM RAG & Agentic AI Professional Certificate

8-Course Specialization | Advanced Level








Harvard University



πŸŽ“ Harvard CS50 β€” The Complete Journey

7 Courses Completed | Full-Stack Computer Science Curriculum




πŸŽ“ CS50x             β€” Introduction to Computer Science        βœ…
🐍 CS50P             β€” Programming with Python                 βœ…
πŸ—„οΈ CS50 SQL          β€” Introduction to Databases               βœ…
πŸ€– CS50AI            β€” Artificial Intelligence with Python      βœ…
🌐 CS50W             β€” Web Programming with Python & JS        βœ…
πŸ“Š CS50R             β€” Programming with R                      βœ…
πŸ”’ CS50 Cybersecurity β€” Introduction to Cybersecurity           βœ…





timeline
    title 🎯 Certification Journey
    2025 : πŸŽ“ CS50x β€” Computer Science
         : 🐍 CS50P β€” Python Programming
    2026 : πŸ—„οΈ CS50 SQL β€” Databases
         : πŸ€– CS50AI β€” Artificial Intelligence
         : πŸ“Š CS50R β€” R Programming
         : 🌐 CS50W β€” Web Programming
         : πŸ”’ CS50 Cybersecurity
         : πŸ€– IBM RAG & Agentic AI β€” 8 Courses
         : πŸš€ More coming soon...
Loading



πŸ› οΈ TECH ARSENAL




πŸ€– 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

πŸ—„οΈ 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

πŸ“Š 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

βš™οΈ Infrastructure & Cloud


Docker Docker Compose Kubernetes AWS GCP Azure


Terraform GitHub Actions Vercel Render Linux Nginx


Git GitHub VS Code Cursor Bash C

πŸ“‘ 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




πŸš€ PROJECTS IN PRODUCTION


πŸ” Enterprise RAG Platform

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

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

Impact: "90% faster research"

πŸ€– Multi-Agent Research System

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

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

Impact: "20h/week automated"

🧬 SeqDNA 16S β€” DNA Sequencing Platform

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

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

Impact: "FASTQ β†’ Species ID in minutes"

⚑ Intelligent Pipelines

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

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

Impact: "Zero manual intervention"



🌐 OPEN SOURCE & CONTRIBUTIONS


🧬 Bioinformatics & Genomics

Forked and contributed to key tools in the bioinformatics ecosystem:

Biopython COWBAT ConFindr staramr SISTR Neptune Q2Pipe IRIDA JBrowse 2 metaProbiotics AutoBA

πŸ€– AI, Agents & RAG

Active contributor to the AI/agent tooling ecosystem:

complex-RAG-guide VideoRAG vLLM-Omni everything-claude-code awesome-skills Open-Sora Synix Palantir MCP DeepCritical Spec Kit





πŸ“Š GITHUB ANALYTICS




Β Β 









Β Β 



πŸ’‘ PHILOSOPHY & ⚠️ KNOWN BUGS


class DevPhilosophy:

    RULES = [
        "If you do it more than twice β†’ 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 πŸ™"

    def daily_standup(self) -> str:
        return """
        β˜• Coffee.init()
        πŸ’» Code.write()
        πŸ› Bugs.hunt()
        πŸš€ Features.ship()
        πŸ“š Papers.read()
        πŸ”„ Repeat()
        """
- ⚠️ CaffeineDependency: System unstable below 3 cups
- ⚠️ TabOverflow: 50+ browser tabs is "normal"
- ⚠️ RefactorLoop: "Quick fix" β†’ 5h rewrite
- ⚠️ CertificationAddiction: 8 and still collecting

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



πŸ“‘ LET'S CONNECT


Typing SVG



Β  Β  Β  Β 



Built with β˜• + 🐍 + πŸ€– Β Β |Β Β  Certified by IBM + Harvard


Last update: April 2026

No GPU was harmed in the making of this profile.


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