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adriennie/README.md

Hi there 👋 I'm Adrika Pradhan

AI/ML Engineer & Solutions Architect


🎯 About Me

Building systems where math meets production — from denoising astronomical images to multi-role pharmacy networks with transactional integrity at scale.

  • 🧠 Specialization: ML Pipelines, RAG Architecture, Distributed Systems
  • ☁️ Focus: Google Cloud GenAI, Vertex AI, LLM orchestration
  • 🔬 Research: Convolutional Autoencoders + YOLO for astronomical object detection
  • 📍 Location: DACH Region (MSc Student — USI Lugano)

💼 Experience

Generative AI Engineering Intern — Google Cloud Track, NASSCOM FutureSkills (Jun–Jul '25)

  • Built & evaluated RAG pipeline prototypes using Gemini + Vertex AI
  • Designed structured evaluation frameworks for faithfulness & multimodal document quality

🚀 Projects

Swasthya — Multi-Role Pharmacy Network

  • LightGBM demand forecasting + Isolation Forest anomaly detection as versioned microservices
  • Normalized relational schema, row-level security, REST API on Google Cloud Run
  • Gemini API integration for AI-assisted clinical Q&A

EcoShare — Community Credit Platform

  • PostGIS geospatial analytics, proximity-based ranking, spatial clustering
  • Atomic credit-transfer logic, escrow engine, NGO auto-matching algorithm

RAG Pipeline + Evaluation Harness

  • Production-ready RAG with RAGAS metrics: hallucination detection, relevance scoring

LLM Benchmarking Dashboard

  • Latency, accuracy, cost-per-query, safety alignment across providers

🛠️ Tech Stack

Languages: Python · TypeScript · Java · SQL · Bash
AI/ML: PyTorch · TensorFlow/Keras · Scikit-learn · LightGBM · HuggingFace · LangChain
Cloud: Google Cloud (Vertex AI · BigQuery · Cloud Run) · AWS Bedrock · Azure AI
Databases: PostgreSQL · Supabase · MongoDB · Pinecone · Milvus · PostGIS
Tools: Git · Docker · Jupyter · React Native · Expo


🔗 Connect

LinkedIn GitHub Gmail


🛡️ Tech Badges

Python TypeScript Java SQL PyTorch TensorFlow scikit-learn LightGBM langchain HuggingFace Google Cloud Vertex AI AWS Bedrock Azure PostgreSQL Supabase MongoDB Pinecone Docker React Native Azure AI Google Gemini


"Good architecture is invisible. Great ML systems feel inevitable."

Let's build something intelligent together 🚀

Pinned Loading

  1. portfolio portfolio Public

    Python

  2. Astronomical-Image-Processing Astronomical-Image-Processing Public archive

    AI in Astronomical Image Processing and Noise Reduction research paper

    Jupyter Notebook 2

  3. swasth-app swasth-app Public

    SWASTHYA : Intelligent Pharmacy Network

    Python