about projects skills resume contact

> initializing profile_

SATVIK ADYANTHAYA

M.S. Business Analytics @ Simon, University of Rochester
<about>
satvik@world:~

$ whoami

An architect of AI systems that think in scenarios. I build things at the intersection of intelligence -- artificial and otherwise -- and strategy.

$ cat background.txt

M.S. Business Analytics at Simon Business School (U of R). B.Tech in Biotechnology -- because one discipline was never going to cut it. Merit Scholar. Vice President, Simon Entrepreneurship Association.

$ cat interests.txt

Multi-agent AI systems, competitive strategy, scenario planning, full-stack engineering, and the quiet conviction that the terminal is still the best UI ever built.

$ cat philosophy.txt

Ship fast. Think deep. Build things that make other builders more powerful. Obsessed with the feedback loop between data, decision-making, and real-world outcomes.

$ _

0 AI Agents Built
0 Major Projects
0 SKUs Launched
0 Languages Spoken
</about>
<projects>

What I'm Building

Neo4j LangGraph Monte Carlo

humanovo

AI-centric biomedical discovery platform for hypothesis generation. Multi-agent orchestration (controller, search, extraction, reasoning, verification, simulation agents) over a hybrid RAG memory layer -- Neo4j knowledge graph + ChromaDB vector store. Continuous ingestion from PubMed, clinical trials, and omics databases with NLP entity extraction and UMLS/MeSH ontology harmonization. Monte Carlo simulation engine for clinical trial modeling and pathway dynamics. Interactive dashboard with Cytoscape.js graph explorer and NGL 3D molecular viewer.

FastAPINeo4jChromaDBLangChainCeleryCytoscape.js
Active Development
AWS Bedrock Claude API FastAPI

Strategic Foresight Platform

Enterprise-scale scenario planning system with 7 specialized AI agents powered by Claude Sonnet and Llama 70B. Intelligent multi-model orchestration with dynamic routing, automatic failover, and 40% cost optimization. Full data pipeline: ingestion, signal detection, trend forecasting, and RAG-powered retrieval across defense, energy, healthcare, and finance verticals.

PythonPostgreSQLLlama 70BRAG
MVP Shipped
Three.js Gemini API WebGL

ArchDisc

Professional-grade design platform unifying CAD, BIM, and VFX workflows. 8 domain-specific workbenches with AI-powered 3D generation from natural language. Procedural geometry engine generating 350+ architectural components -- structural systems, facade assemblies, interior elements -- with real-time rendering, LOD management, and physics simulation.

ReactNode.jsWebGLFEA/CFD
Halted -- Working MVP
Next.js Gemini 2.0 Redis

Sports Decision Intelligence

Bloomberg Terminal-inspired analytics for professional sports. Real-time squad valuation engine, UEFA FFP compliance calculator, NBA salary cap monitoring with threshold alerts. RAG-powered scouting intelligence using Gemini 2.0 with pgvector for semantic querying across performance metrics and transfer market data.

FastAPIPostgreSQLpgvectorWebSockets
Halted
E-Commerce AI Chatbot Full-Stack

GroveCart

Full-stack e-commerce platform scaled to 1,000+ SKUs with 20% month-over-month user growth. AI-powered customer service chatbot integrated into the checkout flow. Optimized payment infrastructure and conversion pipeline from the ground up.

Node.jsMongoDBNLPPayments
Shipped
</projects>
<skills>

Tech Stack

Languages

Python SQL R JavaScript TypeScript HTML/CSS Bash Cypher (Neo4j) SPARQL

AI / ML

LLM Orchestration RAG Architecture Multi-Agent Systems LangChain LangGraph AWS Bedrock Prompt Engineering NLP Hugging Face pgvector ChromaDB FAISS Embeddings Fine-Tuning Monte Carlo Simulation

Data & Analytics

Pandas NumPy SciPy Scikit-learn Tableau Power BI ETL Pipelines A/B Testing Time Series Bayesian Inference Regression Analysis Plotly

Development

React Next.js FastAPI Node.js Three.js Cytoscape.js PostgreSQL MongoDB Neo4j Redis GraphQL WebSockets Celery Docker

Cloud & Infra

AWS Lambda S3 EC2 API Gateway GCP Vercel Docker Compose CI/CD Microservices System Design

Biotech & Domain

Analytical Spectroscopy Chromatography Systems Lab Instrumentation QC Biomedical Ontologies PubMed NLP Drug Discovery Pipelines Clinical Trial Modeling
</skills>
<experience>

Where I've Worked

Sep 2025 -- Present

Technical Assistant, University IT

University of Rochester

Front-line technical support for 200+ campus users. 95%+ first-contact resolution rate. Streamlining workflows across cross-functional IT teams.

Jan 2025 -- Jun 2025

Project Lead, R&D

Organic Recycling Systems, Mumbai

Directed 2 sustainability R&D initiatives. 15% efficiency gain in waste-to-energy conversion. Executive briefings informing investment strategy and scaling.

Oct 2023 -- Apr 2024

Founder & Developer

GroveCart, Mumbai

Launched full-stack e-commerce platform (1,000+ SKUs). 20% MoM user growth. AI chatbot integration and payment infrastructure optimization.

Jun 2024 -- Jul 2024

Research Intern, Drug Development R&D

Glenmark Pharmaceuticals, Mumbai

Experimental design and statistical analysis for active drug development programs.

Jun 2023 -- Jul 2023

Project Intern

Anatek Services Pvt Ltd, Mumbai

Hands-on work with analytical spectroscopy and chromatography systems across medtech and pharma QC workflows. Sample preparation, instrument calibration, and data interpretation for quality control and compliance reporting.

</experience>
<resume>

Get the Full Picture

M.S. Business Analytics (Simon, U of R) / B.Tech Biotechnology (Amity) / Merit Scholar / Google PM Certified / VP, Simon Entrepreneurship Association

Download Resume
</resume>
<contact>

Let's Connect

Open to collaborations, research partnerships, and interesting problems.

Email satvikconnects@gmail.com LinkedIn in/satvik9 GitHub satvikOS Phone (585) 202-2813
</contact>