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Production systems designed and deployed for enterprise.

[ 2025 / Global B2B Fintech ]
Multi-Agent Systems (MAS)

Multi-Agent Lead Generation Swarm

Orchestrated a swarm of specialized agents (Researcher, Writer, Manager) to automate high-intent lead research and hyper-personalized outreach at scale using LangGraph.

-> 3.5x pipeline growth
-> 40% higher open rates
-> Zero-touch research workflow
[ 2024 / Enterprise SaaS ]
LLM Integration & RAG

AI-Powered Customer Support System

Constructed an intelligent resolution system using GPT-4 architecture. Enabled semantic routing across a 10,000+ document knowledge base with dynamic escalation protocols.

-> 85% query resolution rate
-> 60% reduction in support tickets
-> 2-second average response time
[ 2024 / HealthTech Startup ]
Computer Vision & specialized LLMs

Vision-Based Medical Diagnostic Tool

Built a high-precision imaging pipeline for initial scan screening, integrated with a fine-tuned LLM to generate summary reports for clinician review.

-> 97% recall on anomalies
-> 50% reduction in report time
-> HIPAA compliant deployment
[ 2024 / Global Logistics ]
Custom ML Models

Predictive Analytics Platform

Developed proprietary forecasting networks analyzing multivariate supply constraints to optimize inventory flow and mitigate stockouts during peak variance.

-> 92% forecast accuracy
-> 30% reduction in stockouts
-> Automated restock pipelines
[ 2024 / Major Retailer ]
Reinforcement Learning

Dynamic Yield Management System

Implemented a reinforcement learning agent to adjust pricing in real-time based on competitor activity, inventory levels, and demand elasticity.

-> 12% revenue increase
-> 22% margin improvement
-> Sub-minute price updates
[ 2024 / Financial Services ]
Computer Vision & NLP

Document Intelligence System

Deployed an automated ingestion pipeline using OCR arrays and entity extraction, processing high-variance financial instruments with extreme accuracy.

-> 95%+ extraction accuracy
-> 10x faster processing cycle
-> 1M+ documents processed
[ 2023 / Enterprise DevTools ]
Code LLMs & Analysis

Intelligent Software Quality Guard

Developed a custom LLM-based code reviewer that scans pull requests for security vulnerabilities and architectural inconsistencies before human review.

-> 45% faster PR cycles
-> 30% fewer production bugs
-> Security-first automated gates
[ 2023 / Payment Processor ]
ML Classification

Real-Time Fraud Detection

Engineered an ensemble machine learning architecture for instantaneous evaluation of transaction patterns, effectively screening high-throughput pipelines.

-> 99.5% fraud detection rate
-> 0.1% false positive rate
-> <100ms latency execution

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