Aaditya Aaryan
Open to work1 years experienceAI/ML Engineer
AI/ML Engineer specializing in Generative AI, multi-agent systems, and RAG.
Standing Rank
Rank Not Available
Developer Badges
No badges earned yet
Skills & Technologies
37 skillsWork Experience
Founding AI Engineer
KronosX AI, Inc
- Built anonymization and synthetic data generation pipeline (FastAPI, SDV, Faker) for relational healthcare-claims data.
- Built schema-agnostic data discovery over arbitrary CSV/Parquet datasets on S3.
- Built LangChain tool-calling agents for generation and evaluation with typed Pydantic tool schemas.
- Integrated a Neo4j knowledge graph for cross-entity retrieval across interconnected enterprise datasets.
- Fine-tuned FunctionGemma-270M with LoRA SFT to route natural-language queries to 9 internal tools.
- Deployed containerized FastAPI services on AWS (EC2, ECR, S3) as part of the founding team.
Projects
VoiceRAG
- real-time voice RAG assistant; containerized FastAPI backend with LiveKit streaming and a React frontend
Lease AI
- hybrid graph + vector retrieval over legal lease PDFs with per-document graph isolation, page-cited answers, and automated citation/faithfulness evaluation
Marketing Multi-Agent System
- multi-agent system with inter-agent communication and shared memory modules
Multimodal Fashion Search
- agentic text/image search with a planner–retriever–responder pipeline, swappable vector-DB/LLM providers, and built-in evaluation
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
National Level Hackzone 2023
National Level Hackzone 2023: Number plate detection system using SSD MobileNet transfer learning achieving 80%+ accuracy
HACK4SOC 2.0 Hackathon
HACK4SOC 2.0 Hackathon: Clever Coins ML-based personal finance app with savings goals tracking and investment algorithm prototypes
About Details
Professional Bio
AI/ML engineer specializing in Generative AI, multi-agent systems, and RAG. Experienced in building production-ready solutions across NLP, speech, and computer vision with a focus on scalable architectures and intelligent automation.
Bachelor of Engineering (B.E.) in Engineering
JSS Academy of Technical Education - Bengaluru ( - 2025)