Hi, I'm Aryan Mishra.
Final-year CS (Data Science) undergraduate with hands-on experience shipping end-to-end AI systems — RAG evaluation harnesses, multi-agent platforms, and multilingual NLP engines. Core strengths in Python, FastAPI, LangGraph, RAG pipelines, and MLOps tooling.
About Me
Final-year Computer Science (Data Science) undergraduate and aspiring AI/ML Engineer with hands-on experience designing and shipping 3 end-to-end AI systems: a RAG evaluation harness, a multi-agent healthcare platform, and a multilingual NLP engine. Core strengths in Python, FastAPI, LangGraph, RAG pipelines, and MLOps tooling (Docker, CI/CD, MLflow).
Track record of measurable results: 92% agent-routing precision — validated with automated test suites and CI quality gates.
Technical Skills
Featured Projects
End-to-end ML solutions focusing on production scalability.
RAG EvalForge open_in_new
Production-grade RAG evaluation harness. Benchmarked 4 chunking strategies reaching 100% top-5 hit rate and 0.858 MRR. Combined dense, lexical, and cross-encoder re-ranking with Reciprocal Rank Fusion, cutting retrieval latency by 35%. CI quality gate with 108 pytest cases (89% coverage). Exposed MCP server for ingestion and benchmarking tools.
MedAgent-AI open_in_new
Multi-agent healthcare conversational platform. LangGraph supervisor routing across 4 specialized agents with 92% intent-routing precision on 500+ test scenarios. Domain RAG pipeline with persistent memory improving multi-turn context retention by 30%. JWT auth, SSE streaming, Celery + Redis async processing. Load-tested for 500+ concurrent sessions.
Multilingual ABSA open_in_new
Cross-lingual aspect-based sentiment engine for English, Hindi & Hinglish reviews. 78.1% F1 (English), 67.8% F1 (Hindi) with ONNX INT8-quantized models at 185ms p95 latency. Fallback inference chain guaranteeing 100% request availability. Full ML pipeline tracked with DVC and MLflow.
Healthcare Risk Prediction open_in_new
Full-stack ML pipeline for diabetes and heart disease risk prediction with FastAPI backend and interactive web UI.
Education
Indore Institute of Science and Technology
B.Tech CSE — Data Science · CGPA: 7.41/10
Specializing in Machine Learning workflows and Data Engineering. Currently pursuing deep research in predictive analytics.
Rose Petal Higher Secondary School
Class XII
Gyanasthali Sr. Secondary School
Class X
Certifications
NVIDIA DLI
Anomaly Detection for Predictive Maintenance & Computer Vision
Google Cloud
Generative AI Fundamentals
Google Cloud
Large Language Model Implementations
Anthropic
MCP, Claude 101, Claude Code 101 & Agent Skills
Cisco
Apply AI: Analyze Customer Reviews & Intro to Modern AI
GeeksforGeeks
DSA & Algorithms Specialist
IIT Indore
Summer Technical Research Workshop
Achievements
Kaggle Bronze Medalist
March Machine Learning Mania 2024
Ready to Collaborate?
Looking for internship opportunities and research collaborations in Data Science and ML Engineering.