Anurag Singh
Open to work0 years experienceAI Engineer
AI Engineer Intern specializing in Generative AI and Full-Stack Development.
Standing Rank
Rank Not Available
Developer Badges
No badges earned yet
Skills & Technologies
37 skillsWork Experience
AI Engineer Intern
The Affordable Organic Store
- Built and deployed a production-ready Generative AI knowledge assistant using Retrieval-Augmented Generation (RAG) with FastAPI, React, Neon PostgreSQL (pgvector), Cloudflare R2, and Gemini APIs, enabling secure, department-specific querying of internal SOP documentation through semantic search.
- Engineered an end-to-end document ingestion pipeline with PDF parsing, semantic chunking, embedding generation, vector storage, and KNN retrieval, grounding LLM responses on company knowledge bases to improve accuracy and reduce hallucinations.
- Developed an AI-powered ticket classification system and browser extension copilot leveraging machine learning and LLM prompts to guide interns in resolving operational issues using SOP-based recommendations.
Projects
CAD-AI: Generative Multi-Part Assembly Engine
View Project- Engineered a Text-to-CAD translation layer that converts natural language requirements into deterministic, engineering-grade STEP and STL geometry using the OpenCASCADE kernel.
- Developed a spatial constraint solver and placement engine to automatically align fasteners with holes and resolve multi-axial component assemblies.
- Built a high-performance web dashboard featuring a real-time 3D assembly viewer using Three.js and React Three Fiber, enabling seamless visual verification of generated models.
RAG Chatbot - Private Document Q&A
View Project- Built a production-ready RAG system integrating Google Docs with Llama 3.1-8B (Groq API) for context-aware Q&A with automatic citations.
- Implemented TF-IDF + FAISS semantic retrieval achieving sub-second latency, and developed a FastAPI + HTML/CSS/JS app with multi-turn memory (5 turns), error handling, and monitoring.
Leaderboard Standings
Leaderboard Position Pending
Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.
Assessment Highlights
Assessments Not Completed
Coding evaluations, system assessment results, and conceptual score badges will appear here after taking a test.
AI Collaboration Score
AI Collaboration Score Pending
Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.
Role Compatibility Profile
Role Compatibility Analysis Pending
Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.
Achievements
Codefest’25 Prelims Rank
Rank 521 in Codefest’25 Prelims, Conducted by IICPC (out of 20,000 participants)
Mechathon 3rd Rank
3rd Rank in Mechathon, NIT Allahabad’s Avishkar Tech Fest
About Details
Professional Bio
AI Engineer Intern with expertise in Generative AI, RAG systems, and full-stack development. Skilled in building production-ready AI applications using Python, FastAPI, React, and vector databases. Passionate about engineering-grade AI solutions and automated workflows.
Bachelor of Technology in Mechanical Engineering
National Institute of Technology Allahabad (2022 - 2026)
Intermediate (CBSE)
Cambridge School, Indirapuram ( - 2021)