Full Stack Developer

● AI & NLP: Expertise in integrating large language models (LLMs) for text generation,

summarisation, entity extraction and conversational interfaces. Skilled in prompt

engineering (zero/few‐shot prompting, chain‐of‐thought) and instruction fine‐tuning

techniques.

● No‐Code/Low‐Code Development: Advanced user of Power Apps, Power Automate,

Dify, Streamlit, Replit, n8n and AgentKit for rapid prototyping and deployment of AI

solutions. Comfortable chaining multiple models and tools into agentic workflows and

ensuring clean data interfaces.

● Integration & APIs: Extensive experience connecting LLM applications to enterprise

systems (CRM, ERP, clinical databases) via REST APIs and custom connectors;

ensures adherence to data privacy and compliance.

Freelance No-/Low-Code LLM App Developer — Pharma & Life Sciences

● Bayer (engagement via partner): “Brand Pulse” marketing command center in Power

BI + Streamlit; unified Veeva, SFMC, GA4, Adobe, and IQVIA into one hub. Added an

LLM chat copilot for natural-language queries (“show TRx by specialty vs last launch

cohort”).

● Johnson & Johnson (direct freelance): HCP & Rep Assistant (Teams + web)

powered by OpenAI + n8n; answers product FAQs (approved content), surfaces

next-best-action from Salesforce, drafts compliant emails for MLR submission.

for reps.

● Merck KGaA (via boutique consultancy): Voice analytics hotline for congress

follow-ups (Azure Speech + LLM); captures call intents, routes to CRM, flags safety

signals to the appropriate teams (non-clinical).

Senior AI Solutions Consultant — Boutique AI Consultancy

● Led 6+ omnichannel analytics builds for German brands; standardized connectors to

Veeva, IQVIA, GA4, Adobe; shipped Power Apps front-end for brand teams and chat

copilot for on-the-fly insight queries.

● Designed an agentic MLR intake assistant for medical education grant commercial

governance: auto-classifies submissions, extracts budget & scope, aligns to policy,

drafts reviewer summaries; integrated to Veeva Vault queues.

AI/Analytics Developer — Contract

● Built one-stop Power BI marketing dashboards with row-level security for brand,

digital, and market access teams; added LLM Q&A layer (governed content).

● Automated Salesforce campaign hygiene with Power Automate + n8n (dedupe,

taxonomy, consent checks).

● Partnered with Compliance to add audit trails, consent proofs, and PII minimization

to LLM data flows.

Business Intelligence & Automation Analyst — Healthcare Marketing

Agency

● Delivered campaign performance workbenches for Rx/OTC clients; introduced Streamlit

for rapid insight apps and Replit sandboxes for stakeholder review.

● Built the agency’s first LLM content tagger to classify assets by indication, audience,

and claim type (for commercial asset management, not R&D).

Education & Certifications

● B.Sc., Computer Science — AUB Beirut, 2017

Languages

● German (conversational) • English (fluent)