My Introduction

About Me

Experience

Fresher

Projects

10+ Projects
Kaggle

Projects

Kaggle Master

Hi, I'm Prarthana Singh, an AI & Machine Learning Engineer passionate about building intelligent systems that solve real-world problems. I recently graduated with a B.Tech in Computer Science Engineering (Data Science) and specialize in Machine Learning, Generative AI, RAG, Multi-Agent Systems, and MLOps.

During my internship at Celebal Technologies, I contributed to an AI-powered maritime risk intelligence platform by developing a LangGraph-based multi-agent system that analyzed weather, news, IoT, compliance, and risk data to automate shipment risk assessment.

I enjoy building end-to-end AI applications—from data processing and model development to deploying scalable APIs and production-ready ML systems. My toolkit includes Python, SQL, PyTorch, Scikit-learn, LangChain, LangGraph, FastAPI, Docker, Kubernetes, MLflow, AWS, and Vector Databases.

Outside of projects, I actively sharpen my problem-solving skills through LeetCode and GeeksforGeeks (3★), and I enjoy sharing my learning through technical content on AI and machine learning.

I'm currently seeking opportunities as an AI Engineer, Machine Learning Engineer, or Data Scientist, where I can build impactful AI solutions while continuing to learn and grow.

Contact Me
My Abilities

My Skills

Python SQL Pandas NumPy Git/GitHub scikit-learn XGBoost LightGBM Statistics & Experiment Design (A/B Testing, Hypothesis Testing) PyTorch Hugging Face Transformers Prompt Engineering RAG (Retrieval-Augmented Generation) Vector Databases (FAISS, Pinecone, Chroma, Weaviate) FAISS Embeddings LLM Fine-Tuning (LoRA/QLoRA) LangChain LlamaIndex LangGraph CrewAI Docker FastAPI AWS (EC2, S3, SageMaker) MLflow CI/CD (GitHub Actions)
My Journey

Work Experience

Data Science Intern

Celebal Technologies | May 2025 - July 2025

Resilient Radar

  • Contributed to the development of Resilient Radar, an AI-powered maritime risk intelligence platform, reducing manual risk assessment effort by 40%.
  • Architected a LangGraph-based multi-agent framework integrating Weather, News, IoT, Compliance, Risk Assessment, and Notification Agents for end-to-end shipment risk analysis.
  • Built an autonomous AI decision engine analyzing real-time weather, news, IoT, and regulatory events, reducing incident response time by 60%.
  • Designed and evaluated 100+ maritime disruption scenarios covering weather, port strikes, compliance, geopolitical risks, congestion, and piracy.
  • Integrated LLM-powered report generation to automate executive summaries, remediation plans, and stakeholder notifications.
Multi-Agent AI LangGraph Generative AI AI Engineering Risk Intelligence FastAPI Python

Recent Works

📁My Portfolio

Generative AI Projects

CiteOrRefuse

CiteOrRefuse — Production-Grade AI Financial Research Assistant

A RAG-based financial research assistant that only answers with verifiable citations — or explicitly refuses when it can't ground a claim in evidence.

RAG LLM Engineering FastAPI Qdrant Cohere Rerank Hybrid Search BM25 Python

Machine Learning Projects

US Visa Approval Prediction

US Visa Approval Prediction — End-to-End MLOps Pipeline

An end-to-end ML pipeline (96.66% accuracy) with automated data versioning, CI/CD, and Dockerized deployment on AWS EC2 for visa approval prediction.

MLOps AWS Docker GitHub Actions MongoDB Flask CI/CD Python

Previous Works

Generative AI Projects

📁My Portfolio
Gemini Pro ChatBot

Gemini Pro ChatBot

MultiTask AI

MultiTask AI

YouTube AI Notes Converter

YouTube AI Notes Converter

AI-Powered SQL Query Generator

AI-Powered SQL Query Generator

Gemini Invoice Analyzer

Gemini Invoice Analyzer

🍏 Gemini Health App - Calorie Estimator

🍏 Gemini Health App - Calorie Estimator

NLP Projects

Smart Resume Analyzer

Smart Resume Analyzer

SMS Spam Detector

SMS Spam Detector

WhatsApp Chat Analyzer

WhatsApp Chat Analyzer

Deep Learning Project

Potato Disease Classification

Potato Disease Classification

Machine Learning Projects

Health Insurance Cost Prediction Model

Health Insurance Cost Prediction Model

Graduate Admission Prediction

Graduate Admission Prediction

Bank Customer Churn Prediction

Bank Customer Churn Prediction

Get in touch

Contact Me

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Email

prarthanas645@gmail.com Write Me

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