Aditya KadamAI ENGINEER — AGENTIC & RAG SYSTEMS
AI ENGINEER · KOLHAPUR, INDIA

I build AI systems that reason, retrieve, and hold up in production.

AI Engineer at VSky Solutions, working across agentic AI, retrieval-augmented generation, and full-stack backend architecture. I ship systems that route, verify, and recover — not demos that fall over outside a notebook.

Adopted company-wideLive client deploymentsProduction RAG & multi-agent systems
PIPELINE.TRACE — LIVE
INPUTuser queryROUTERintent /confidenceAGENT AretrievalAGENT BreasoningAGENT Ctool callVERIFYcross-check /circuit breakRESPONSEgrounded
ABOUT

Full-stack under the hood, agentic AI on top.

I'm a computer science student (graduating 2026, D.Y. Patil Agriculture & Technical University) working as an AI Engineer Intern at VSky Solutions, where I design and ship production systems across generative AI, RAG, and agentic workflows.

My work sits at the intersection of backend architecture and LLM orchestration — building the routing logic, verification layers, and failure handling that separate a working prototype from a system people actually rely on. I've had architecture proposals adopted into company products, restructured legacy tools into layered, maintainable codebases, and built a handful of personal systems that push further than the day job allows.

Outside of assigned work, I build things that meet the same bar I hold enterprise tools to — multi-agent research systems, evaluation pipelines, and full applications from database to UI.

CORE.STACK
OrchestrationLangGraph · LangChain · Agno · ADK
BackendFastAPI · PostgreSQL · pgvector
FrontendVue 3 · Quasar · React
Automationn8n · LangSmith
Based inKolhapur, Maharashtra, IN
SYSTEMS BUILT

Selected work.

A mix of shipped company systems and independent projects — chosen for what they actually demonstrate, not for volume.

ADOPTED COMPANY-WIDEVSky Solutions
SOP RAG Assistant

A retrieval-augmented Q&A system that answers questions directly from internal SOP documents — shipped at VSky, now getting a more advanced personal successor.

FastAPIGeminiPostgreSQLpgvector
Read case study →
LIVE CLIENT DEPLOYMENTVSky Solutions
HR Screening / ATS Automation

A production HR screening platform delivered as a Microsoft Outlook add-in — migrated from fragile n8n webhook chains to a custom Google ADK multi-agent system.

Google ADKFastAPIVue 3Quasar
Read case study →
PERSONAL PROJECTIndependent
Self-Improving Agentic RAG

An enterprise-grade document intelligence platform — hybrid retrieval, cross-encoder reranking, answer verification, and a closed feedback loop that improves future retrieval and prompting quality.

LangGraphChromaDBBM25Groq / Llama 3.3 70B
Read case study →
PERSONAL PROJECTIndependent
Clinical Trial Matcher

A full-stack clinical intelligence system with a 6-agent LangGraph pipeline, integrating real healthcare APIs for trial matching, drug-interaction checks, and physician report generation.

LangGraphDSPyQdrantFastAPI
Read case study →
PERSONAL PROJECTIndependent
Strategy Engine v2.0

A 6-stage deterministic multi-agent pipeline that generates, scores, selects, and evaluates professional business strategy reports.

LangGraphFastAPIPydantic v2Pytest
Read case study →
LIVE CLIENT DEPLOYMENTVSky Solutions
FalconBOExplorer

A full-stack lineage tool that connects SAP BusinessObjects universe objects to their underlying physical database structures — in use by clients, not just internally.

FastAPIVue 3PostgreSQLLazy-loaded trees
Read case study →
MORE PROJECTS
Transaction Entry Automation
LIVE CLIENT DEPLOYMENT

Multi-agent ERP automation — Outlook email to AI extraction to validation to ERP insertion, end to end.

LangChainLangGraphAgno
Receipt Detection & Auto-Entry

YOLO-based object detection pipeline that locates receipt fields and auto-inserts extracted data into ERP systems.

YOLOOpenCVFastAPI
Personal RAG Platform

Self-architected multi-RAG hosting platform with login and dashboard, built after proposing the design at work.

ReactPythonLangGraph
Nexus

A persistent multi-agent system simulating a full software-engineering org, producing real code against a real repo.

OllamaKuzuFastAPI
Job Prep Engine

Fine-tuned Qwen2.5-3B (LoRA) served via Ollama, with an SSE-streaming backend and intent-based routing across six task types.

OllamaFastAPIReact
LearnHub

A virtual classroom platform with multi-role auth, S3 file storage, and 35+ passing Pytest suites.

FlaskPostgreSQLAWS S3
NailCareAI

A VGG-16-based nail disease screening app classifying 17 conditions, with a custom training pipeline.

FlaskTensorFlowVGG-16
SKILLS

Organized the way I actually build.

Not a tag cloud — the layers a request actually passes through, top to bottom.

Orchestration & Agents
LangGraphLangChainAgnoGoogle ADKMulti-agent designTool/function calling
Retrieval & RAG
pgvectorQdrantPineconeChromaDBBM25 & hybrid retrievalCross-encoder reranking
LLMs & Fine-Tuning
Gemini APIGroqLiteLLMOllamaQwen2.5-3B (LoRA)DSPy
Reliability & Evaluation
Pydantic v2RagasDeepEvalDeterministic scoringCircuit breakersPytest
Computer Vision
YOLOOpenCVCNNsVGG-16Scikit-learn
Backend & Data
FastAPIFlaskPostgreSQLSQLAlchemyRedisSSE streamingDocker
Frontend
Vue 3QuasarReactTypeScript
EXPERIENCE

Where I've built this.

CURRENT
AI Engineer Intern — VSky Solutions
Working across generative AI, RAG, agentic AI, and full-stack backend architecture — shipping systems that are adopted into internal products, not just prototyped.
GRADUATING 2026
B.Tech, Computer Science — D.Y. Patil Agriculture & Technical University, Talsande
Coursework and independent projects spanning full-stack development, applied machine learning, and system design.
CONTACT

Open to AI engineering roles.

$ whoami

Let's build something that ships.

Looking for AI Engineer, Agentic AI Engineer, or Full-Stack AI roles where production reliability actually matters.

Aditya-Kadam-Resume