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LifeSciForge/README.md

Pranjal Das

Pharma AI/LLM Engineer | GTM Strategy Builder | 11 Years Life Sciences Domain Expertise

🎯 What I've Shipped

6 live AI applications solving real pharmaceutical problems:

✅ Email Outreach Automation — n8n · Gmail · Google Sheets
✅ LinkedIn Outreach + AI Personalization — n8n · Claude API · Browserflow
✅ Clinical Evidence Research Agent — LangChain · PubMed · Claude API
✅ MSL Account Intelligence Tool — Python · Tavily · ClinicalTrials.gov · Claude
✅ Pharma Document Intelligence RAG — LangChain · FAISS · Claude API
✅ Drug Launch Intelligence Agent — LangGraph · Claude API · Streamlit

🏗️ What I Build

  • Multi-agent LangGraph systems for pharmaceutical intelligence
  • RAG pipelines for clinical document analysis & literature review
  • Streamlit-deployed AI applications (live demos)
  • Sales automation with Claude API + n8n
  • Pharma-domain-specific LLM applications

💼 Background

11 years in pharma/life sciences: Clinical Operations, HEOR, Medical Affairs, GTM Strategy, Market Access, Competitive Intelligence

2 years in AI/LLM engineering: LangGraph, LangChain, Claude API, RAG systems, Streamlit

Built systems used by pharma teams across US, Europe, Middle East

📊 Track Record

Metric Achievement
Live AI Projects 6 (deployed on Streamlit Cloud)
GitHub Portfolio 6 public repos with full code
Pipeline Generated $2M+ (pharma GTM)
Platform Adoption 47% increase (enterprise)
RAG Accuracy 95%+ (document intelligence)
Domain Depth 11 years pharma expertise

🛠️ Tech Stack

LLM & Agents: LangGraph · LangChain · Claude API · Anthropic SDK

Frontend: Streamlit · Python · Pydantic

Data Sources: ClinicalTrials.gov API · PubMed API · Tavily Search API · NPI Registry

Backend: FastAPI · PostgreSQL · Python

Cloud: AWS (S3, Lambda) · Streamlit Cloud

Automation: n8n · Google Sheets · Gmail

🔗 Links

🚀 Current Projects

# Project Status Tech Stack Demo
01 Email Outreach Automation ✅ Live n8n, Gmail Repo
02 LinkedIn Outreach + AI ✅ Live n8n, Claude API Repo
03 Clinical Evidence Agent ✅ Live LangChain, PubMed Demo
04 MSL Account Intelligence ✅ Live Python, Tavily Demo
05 Pharma Document RAG ✅ Live LangChain, FAISS Demo
06 Drug Launch Intelligence ✅ Live LangGraph, Claude Demo
07 Drug Launch GTM Simulator ✅ Live LangGraph, RAG Demo

🎓 Core Competencies

Pharma Domain: Clinical trials, HTA/HEOR, Market Access, GTM strategy, Competitive Intelligence, Medical Science Liaison operations, Regulatory frameworks

AI/LLM Engineering: LangGraph multi-agent systems, RAG pipelines, LangChain, Claude API, prompt engineering, state management, agentic workflows

Full Stack: Python, FastAPI, Streamlit, PostgreSQL, AWS, Docker

📬 Open to Connect

Building AI tools for pharma. 2 years in LLMs. Let's solve real problems together.

Popular repositories Loading

  1. Email_Outreach Email_Outreach Public

    n8n automation life-sciences email-outreach pharma biotech heor google-sheets gmail

  2. LifeSciForge LifeSciForge Public

    GitHub profile

  3. LinkedIn_Outreach LinkedIn_Outreach Public

    AI-powered LinkedIn outreach automation for pharma & life sciences | n8n · Claude API · Browserflow · Google Sheets | Auto-detects functional area, generates personalised connection notes, validate…

  4. Clinical_Evidence_Assistant Clinical_Evidence_Assistant Public

    AI-powered clinical evidence research tool for Medical Affairs and HEOR teams — ClinicalTrials.gov + PubMed + Claude AI

    Python

  5. MSL_Account_Intelligence MSL_Account_Intelligence Public

    AI-powered MSL pre-call intelligence tool for US hospitals — NPI Registry · ClinicalTrials.gov · Tavily · Claude AI

    Python

  6. Pharma_Document_Intelligence Pharma_Document_Intelligence Public

    AI-powered pharma document Q&A — upload any FDA label, trial report, or guideline and ask questions with exact page references. Built with RAG, LangChain, and Claude AI

    Python