Production Systems

Featured AI Projects & Systems

A curated portfolio of autonomous agent networks, enterprise RAG engines, deep learning models, and MLOps deployments engineered by Rohit.

AGENTIC AI Production

1. Autonomous Supply Chain Re-Router

State-aware multi-agent system built using CrewAI and LangGraph. Automatically monitors inventory deficits, queries Qdrant vector memory, and issues PO re-routing calls.

CrewAI LangGraph Qdrant FastAPI
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CUSTOM RAG Production

2. Clinical PubMed Knowledge Graph

Hybrid search engine combining Qdrant dense vector embeddings, BM25 sparse keyword index, and Cohere Reranking layer over 4.5M medical papers.

LlamaIndex vLLM BM25 + Dense
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PREDICTIVE ML Deployed

3. Real-Time Anomaly & Fraud Engine

PyTorch deep autoencoder streaming transaction analysis capable of identifying financial fraud patterns in under 140 milliseconds.

PyTorch Kafka Docker
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MLOPS & VLLM Enterprise

4. Self-Hosted Llama 3 70B GPU Cluster

Private GPU infrastructure setup running open-weight 70B LLMs with vLLM PagedAttention, achieving 10x higher token throughput at zero data leak risk.

vLLM CUDA Kubernetes
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CUSTOM RAG Production

5. Contract Intelligence Knowledge Graph

Enterprise document extraction pipeline processing 100,000+ legal contracts with Unstructured parser, Pinecone vector store, and Claude 3.5 Sonnet.

Pinecone Claude 3.5 LangChain
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AGENTIC WORKFLOW Production

6. Autonomous Code Auditor & QA Bot

Multi-agent software engineering assistant that reads pull requests, executes static code linters, runs unit test suites, and posts audited code reviews.

AutoGen GitHub API Docker
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AGENTIC SCRAPER Active

7. Market Intelligence Agent Network

Autonomous scraping crew powered by Playwright and CrewAI that monitors competitor pricing, product updates, and sentiment changes 24/7.

Playwright CrewAI Qdrant
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HEALTHCARE AI Deployed

8. Automated Clinical Triage Assistant

BioBERT-based clinical triage engine prioritizing emergency patient symptoms and cross-referencing electronic health records securely.

BioBERT PyTorch HIPAA RAG
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FINANCIAL AI Production

9. High-Frequency Risk Hedging Agent

Autonomous financial risk management agent evaluating Value-at-Risk (VaR) thresholds and auto-executing portfolio hedges under volatility spikes.

LangGraph PyTorch Risk API
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CUSTOMER SUPPORT Enterprise

10. Autonomous Zendesk Support Crew

Multi-agent support system reading complex technical tickets, querying internal knowledge bases, and executing refund/tier escalations autonomously.

AutoGen Zendesk API Pinecone
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PREDICTIVE DATA Deployed

11. E-Commerce Churn & Demand Forecast

Time-series forecasting model combining XGBoost and PyTorch LSTM to predict customer re-order intervals with 94.2% precision.

XGBoost PyTorch Pandas
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DATA PRIVACY Production

12. Synthetic Data Privacy Generator

Generative Adversarial Network (GAN) pipeline producing anonymized synthetic tabular data for HIPAA and GDPR compliant ML training.

GANs Differential Privacy Python
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Have a Custom AI Project in Mind?

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