AI Consultant & Senior Data Scientist - Expert in GenAI and NLP

Elhadji Ngom - AI Consultant & Senior Data Scientist specializing in GenAI and NLP

AI Consultant & Senior Data Scientist

Driving Business Transformation Through Advanced AI Solutions

With 8+ years of expertise in applied mathematics and machine learning, I specialize in designing and deploying enterprise-grade AI systems that deliver measurable business impact. My focus: GenAI applications, NLP automation, and scalable MLOps architectures that transform operations and accelerate growth.

Core Expertise:

  • Strategic AI consulting
  • Custom LLM applications
  • RAG & semantic search
  • Production MLOps pipelines
  • Cloud-native AI architecture (AWS)
  • Conversational AI systems

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Professional Experience

Senior Software Developer, AI/Analytics

Precision For Medicine / QuartzBio

September 2023 - Present • Paris, France

  • Pioneered AI-driven innovation in virtual sample inventory management systems using agent-based network architectures
  • Architected semantic search infrastructure with advanced indexing for sample metadata, enabling intelligent discovery
  • Designed and deployed FastAPI services orchestrating RAG/GraphRAG pipelines integrated with Amazon Bedrock
  • Established production-grade MLOps practices: CI/CD (GitLab), containerization (Docker), AWS deployment, monitoring

AI/NLP Consultant (Data Scientist)

AKABI × Eurazeo

November 2022 - August 2023 • Paris, France

  • Led GenAI initiative for ESG team: developed LLM applications (GPT-4, GPT-3.5-Turbo) to automate LP survey completion, reducing processing time by 60%
  • Built serverless cloud pipelines (AWS Lambda, EC2) with containerized deployments for scalable ML workloads
  • Integrated enterprise data infrastructure (Snowflake, DuckDB, DocArray) for vector management and RAG applications
  • Implemented comprehensive data privacy controls and end-to-end orchestration for compliance

Mathematics & Python Instructor

National Education (France)

January 2018 - August 2021 • Versailles, France

  • Taught applied mathematics and Python programming to undergraduate students (BTS program)
  • Developed algorithmic thinking and problem-solving skills through hands-on coding exercises
  • Created comprehensive educational materials and practical workshops for technical education
  • Provided continuous professional development for educators on emerging educational technologies
  • Mentored student projects in mathematics and computer science, fostering innovation

Technical Skills

Expertise in modern AI/ML technologies and enterprise-grade infrastructure

Domain Technologies & Tools Proficiency
AI Models & ML LLMs (GPT-5, GPT-4o, Claude Sonnet 4/4.5, Nova Pro, Llama), PyTorch, TensorFlow, Fine-tuning, Model evaluation Expert
GenAI & NLP BERT, CamemBERT, BARThez, FlauBERT, Named Entity Recognition, Text summarization, Classification, Semantic search, Embeddings, Prompt engineering, RAG, GraphRAG Expert
Cloud & MLOps AWS (Bedrock, AgentCore, Lambda, EC2, S3, ECR), Docker, Kubernetes, CI/CD (GitLab CI, GitHub Actions), Terraform (Infrastructure as Code), Bash scripting Advanced
Development Python, FastAPI, LangChain, Langraph, Strands Agent Framework, CrewAI, LlamaIndex, Model Context Protocol, Agent-to-Agent, DeepEval, Streamlit Expert
Databases Snowflake, DuckDB, Neo4j (Graph DB), SQL (MySQL, PostgreSQL, SQLite), NoSQL, Vector Databases (FAISS, Milvus, OpenSearch), AWS Bedrock Knowledge Base Advanced
Data Engineering ETL/ELT pipelines, Web scraping (Beautiful Soup, Selenium, Scrapy), Data pipeline orchestration, Elasticsearch, Apache Airflow Advanced

Professional Certifications

Industry-recognized credentials validating technical expertise

Certification Issuing Organization Date Status
AWS Certified Cloud Practitioner
Credential ID: H81NRK32Z2E1QSGD 		Amazon Web Services January 2023 Active
Neo4j Certified Professional
Credential ID: 17370621 		Neo4j, Inc. February 2022 Active
Stanford Machine Learning Certificate
Credential ID: WU4TFFKXW63T 		Stanford University August 2021 Active

Featured Projects

Real-world AI solutions delivering measurable business impact

GenAI Customer Support Agent

Featured
Anthropic Claude 3.5/4 AWS Bedrock OpenSearch FastAPI Docker RAG Pipeline

Developed an intelligent virtual assistant integrated into a SaaS platform. Orchestrated FastAPI services with RAG pipeline leveraging OpenSearch for semantic search capabilities. Deployed navigational AI agent using Anthropic Claude on AWS Bedrock, dramatically reducing search and resolution times.

45% faster resolution, 20% reduced support load 2024

KONVOO TEP — Healthcare Analytics Platform

Featured
PyTorch BERT Neo4j AWS S3 Python Web Scraping NLP

Scraped and analyzed 12M+ patient forum comments (Doctissimo) stored on S3, implementing multilingual sentiment and emotion analysis pipeline using BERT/PyTorch. Built a graph-based knowledge base (Neo4j) connecting symptoms, treatments, and patient feedback for pharmaceutical decision support.

Therapeutic recommendations for pharmaceutical support 2022

Analyst Assistant — Natural Language to SQL Agent

Featured
AWS Bedrock Strands Agent Framework MySQL OpenSearch NLP SQL Generation

Built a conversational NL-to-SQL agent on AWS Bedrock enabling business analysts to query databases using natural language. Implemented semantic parsing and optimized SQL query generation via Strands Agent Framework. Integrated automatic validation pipeline with OpenSearch indexing to enhance query accuracy.

60% reduction in query time, automated SQL validation 2024

Client Testimonials

What clients say about working together

"Elhadji transformed our ESG analysis process with a custom GenAI solution. We achieved 60% reduction in processing time with improved accuracy."

ESG Director
Eurazeo / AKABI

"Elhadji's expertise in conversational AI enabled us to develop a virtual assistant that revolutionized our customer support operations."

CTO
SaaS Startup

"Exceptional strategic and technical approach. Elhadji perfectly understands the business challenges of enterprise AI implementation."

VP of Innovation
Pharmaceutical Group

Ready to transform your business with AI?

Free 20-30 minute consultation to assess your needs and define a tailored AI strategy. Contact us now!

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Analysis of your processes and custom recommendations

⚡ Fast ROI

Solutions focused on measurable business impact

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GDPR compliance and protection of your sensitive data