top-level agents in an organisation-wide agentic digital twin
recruiter@portfolio:~$ cat candidate_profile.txt
OPEN TO AI / ML / FORWARD-DEPLOYED ENGINEERING ROLES
ROHANIYER
UIUC MCS · Applied AI · Agentic AI · RAG · Multi-Agent Systems · AI Security
I build production-oriented AI systems that connect models, tools, enterprise data and people — from hierarchical multi-agent platforms to RAG staffing systems, resume intelligence and cloud-backed ML workflows.
subagents across hierarchical, cross-functional AI workflows
Setu workforce intelligence across skills, experience and availability
Microsoft 365 · PostgreSQL · Azure Functions · GCP · AWS
01 / EXPERIENCE
Experience
Three roles, presented as a clean operating timeline instead of compressed cards.
AI Automation Analyst
PractusArchitected a production-oriented multi-agent AI platform in Python/FastAPI using LangChain/LangGraph-style ReAct orchestration and Claude, routing enterprise requests across specialized consulting agents while supporting tool execution, delegation and role-specific reasoning.
Engineered model routing, Langfuse tracing, token/cost accounting, spend guards, health checks, and REST connectors for Setu, Zoho CRM, Microsoft 365 and A2A workflows; standardized Docker/Railway deployment.
PythonFastAPILangChainLangGraphClaudeLangfuseA2A
Machine Learning & Data Engineering Intern
Quantiphi Analytics SolutionsDeveloped end-to-end financial forecasting and budgeting ML workflows in Python across GCP and AWS, covering data preparation, feature engineering, model training/evaluation and reproducible cloud execution.
PythonMLForecastingGCPAWS
Co-Founder
Upper CelestialsRe-engineered internal operations into a stateful client-server platform using Express and Supabase PostgreSQL, with bcrypt authentication, httpOnly sessions, server-side RBAC, parameterized SQL, persistent task/production data, scheduled email digests, audit logging and Chart.js analytics.
ExpressSupabasePostgreSQLRBACChart.js
02 / PROJECT JOURNEY
Build history in 3D
Drag to inspect the route. The bus moves through major portfolio milestones from earlier work to current agentic systems.
PROJECT TRANSIT // THREE.JSINITIALISING 3D ROUTE
DRAG TO ORBIT · SCROLL TO ZOOM
03 / SELECTED PROJECTS
Systems I've built
Resume-aligned naming, fuller context, exact GitHub links where a verified repository exists.
P01
2026 · AGENTIC AILANGCHAIN · CLAUDE · A2A
Organisation-as-a-Service – Agentic Digital Twin
Architected an organisation-wide hierarchical agentic digital twin spanning Delivery and executive functions, scaling to 68+ top-level agents and 350+ subagents capable of cross-functional task handoff and autonomous workflow execution.
Designed meta-orchestration that maps work to the right agent/function, coordinates multi-hop delegation and grounds Claude agents on live Zoho CRM and Microsoft 365 context.
P02
2026 · RAGAZURE FUNCTIONS · POSTGRESQL · M365
Setu – AI Project Allocation Platform
Designed a RAG-driven workforce intelligence system that retrieves employee skills, certifications, experience signals and live availability to rank best-fit teams for client engagements with explainable recommendations.
Built Azure Functions ingestion/synchronization pipelines to normalize Microsoft 365 workforce metadata into PostgreSQL and layered capacity, coverage and allocation-gap analytics over the retrieval backend.
P03
2025 · AI RECRUITINGREACT · TYPESCRIPT · COHERE
ResMatch – AI Resume Matching Platform
Built an end-to-end resume intelligence pipeline with PDF extraction, Cohere-assisted structured parsing, skill/experience normalization, summaries, similarity ranking, Top-5 retrieval and LLM-generated match rationales.
Implemented real-time multi-criteria search across skills, location and experience in a React/TypeScript recruiter dashboard with React Query caching and state management.
2024 · NLP / FINANCE
GITHUB ↗Kubera — AI Finance Manager
Voice-enabled personal finance system with NLP spend classification, spending insights, budget optimization and sentiment-linked stock-news analysis.
2025 · COMPUTER VISION
GITHUB ↗Paytm Logo Detection in Cricket
Object-detection and OCR-assisted pipeline for measuring Paytm branding visibility in cricket imagery.
2026 · OPERATIONS SOFTWARE
GITHUB ↗Upper Celestials Ops Dashboard
Internal operations software for tasks, production, financial workflows, analytics, authorization and auditability.
MOBILE · LOCATION
GITHUB ↗Crave Radar
React Native restaurant finder using live location, maps, Google Places and a “Surprise Me” discovery experience.
MARKETPLACE · AI
GITHUB ↗GreenTrade India
Carbon-credit marketplace simulation with wallet flows, price simulation, analytics and Gemini-powered project insight.
2026 · FINANCE AGENT
GITHUB ↗finance-agent
LangChain/LangGraph finance agent for workbook tallying, period movement analysis and SharePoint filing workflows.
2026 · ORCHESTRATION
GITHUB ↗Practus Agent — director
Department orchestrator routing into five practice sub-agents with tiered models, tracing, cost controls, tools and A2A delegation.
2026 · NEXT.JS PLATFORM
GITHUB ↗Practus Growth Office Platform
Connected catalog for Growth Office reports and agents, proxying real backends with authenticated session flows.
2026 · EXECUTIVE AI
GITHUB ↗Board Agent — CEO Intelligence System
LangGraph CEO agent connected to Microsoft 365 for board reports, Teams, calendars, scheduled tasks and executive workflows.
04 / RESEARCH + IMPACT
Research, recognition, service
Academic work and evidence beyond project repositories.
LSTM Encoder-Decoder for Text Summarization
ICCC 2025 (IEEE). Deep-learning research on abstractive text summarization using an LSTM encoder-decoder architecture.
NLP-Based Financial Analysis (Kubera)
AIDE 2024. NLP-based personal-finance analysis centered on intelligent spend classification and financial insights.
Winner — IMT PitchUp 10.0
1st place out of 500+ entries · INR 30,000.
Google Cloud Associate Cloud Engineer
Google Cloud certification linked from the original portfolio.
OPEN CERTIFICATE ↗Prayaas Charitable Trust
Completed 60+ hours of community service in Mumbai.
Support for Underprivileged Children
Participated in a CSR initiative providing academic and material support to underprivileged children.
05 / PROFILE
Education + technical stack
A concise recruiter-readable view of the background behind the projects.
University of Illinois Urbana-Champaign
Master of Computer Science · Urbana-Champaign, IL
Graduate focus: AI systems, NLP, databases and security of AI agents.
MPSTME, NMIMS University
B.Tech, Information Technology · Mumbai, India
GPA: 3.83 / 4.00
AI SYSTEMS
LLM application architecture · RAG · hierarchical multi-agent orchestration · A2A · tool calling · model routing · agent observability · cost controls · LangChain · LangGraph · Claude · Langfuse
ML / NLP / CV
TensorFlow · scikit-learn · BERT · Sentence Transformers · NLP · deep learning · YOLOv8 · OpenCV · model evaluation
SOFTWARE / CLOUD / DATA
Python · Java · C++ · JavaScript · TypeScript · SQL · FastAPI · Flask · PostgreSQL · Supabase · Azure Functions · Azure · GCP · AWS · Docker · Git · REST APIs · RBAC · Power Automate
06 / RESUME
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