Konstantin Vaksin

Konstantin Vaksin

Senior Solution Architect

Turning complex technology into decisions customers trust

Cisco Live Speaker 2024, 2025 CCIE #37500 15+ years

Design and deliver large-scale cloud, hybrid, AI, and automation architectures for enterprise customers. Specializing in CCaaS, UCaaS, and API-driven integrations.

Key Achievements

Virtual Agent at Scale

Deployed VA handling 1000+ calls per month for Cisco TAC, reducing average handling time by 40% while improving first-call resolution by 25%.

PCI-DSS Payment Design

Architected secure, compliant payment system via CPaaS with tokenization. Increased collection rates by 65% while reducing manual billing by 80%.

AI-Powered CRM

Built lightweight cloud-native CRM with LLM API integration for omnichannel customer communication. 50+ SMB deployments with 4.8/5 satisfaction.

AI Automation

Developed autonomous agent framework using LLM APIs with function calling for sales workflows. Achieved 92% service matching accuracy with 40% more meetings scheduled.

Featured Projects

Cisco TAC Virtual Assistant Integration

CCaaS CPaaS UCaaS
Challenge:

Cisco Technical Assistance Center needed to optimize frontline support with limited agent capacity while maintaining SLA compliance. Manual agent handling was creating bottlenecks.

Solution:

Architected and deployed secure, API-driven automation integrating virtual agents into Cisco TAC call flows. Virtual Agent now handles 1000+ calls per month, processing complex technical issues with intelligent call routing fallback to human agents, comprehensive call logging, and real-time monitoring dashboards.

1000+ Calls handled monthly by VA
25% Improvement in FCR
40% Reduction in AHT
Technologies:

APIs, Call Routing Logic, Event-driven Architecture, Real-time Analytics, Speech Recognition

PCI-DSS Payment Design via CPaaS

CPaaS Security
Challenge:

Service provider needed PCI-DSS compliant automated billing without exposing sensitive payment data. Manual payment collection created security risks and was operationally expensive.

Solution:

Designed end-to-end PCI-DSS compliant payment architecture using CPaaS. Generates secure, tokenized payment links with time-limited access and delivers via SMS/WhatsApp. Payment processing isolated from main systems using secure tokenization, automatic reconciliation via webhooks, and comprehensive audit logging for compliance requirements.

80% Reduction in manual billing
65% Increase in collection rate
70% Fewer support tickets
Technologies:

PCI-DSS Architecture, Tokenization, CPaaS APIs, SMS/WhatsApp, Secure Webhooks, Audit Logging

AI-Powered CRM with LLM Integration

SaaS LLM/AI Automation
Challenge:

SMBs lacked resources for 24/7 customer engagement. Manual follow-ups were time-consuming, inconsistent, and delayed conversions. Email and chat channels required separate platforms with no unified intelligence.

Solution:

Built lightweight, cloud-native CRM with integrated LLM APIs for omnichannel customer communication. Automated email and chat responses using prompt-engineered LLMs, intelligent customer context analysis, and dynamic service recommendations based on collected information.

50+ SMB deployments
85% Automation rate for responses
4.8/5 Customer satisfaction
Technologies:

LLM APIs, Prompt Engineering, Email/Chat Automation, Multi-tenant SaaS, CCaaS Integration

Enterprise Contact Center Migration

CCaaS Migration
Challenge:

Large European telecom company needed to migrate mission-critical on-premises contact center to cloud with zero downtime while handling 500+ agents across multiple countries.

Solution:

Architected phased migration strategy with parallel running of old and new systems. Implemented intelligent call routing fallback, comprehensive agent training, and structured cutover procedures. Managed complex integrations with legacy CRM and billing systems.

500+ Agents migrated
0 Minutes downtime
30% Productivity improvement
Technologies:

CCaaS Platform, IVR Workflows, CRM Integration, Multi-site Architecture, Change Management

LLM-Powered Autonomous Agent for Sales

LLM/AI Agents CPaaS
Challenge:

B2B SaaS companies struggled with delayed sales responses and inconsistent service qualification. Manual meeting scheduling and service matching required constant human intervention, limiting scalability during growth periods.

Solution:

Developed autonomous agent framework using LLM APIs with function calling capabilities. Agent analyzes customer inquiries in real-time, extracts requirements, matches appropriate services, schedules meetings via calendar APIs, and sends personalized service proposals. Integrated with CRM for customer history and communication logging.

92% Accurate service matching
3.2hrs Avg response time reduction
40% More meetings scheduled
Technologies:

LLM APIs, Function Calling, Prompt Engineering, Calendar Integration, Workflow Automation, Real-time Logging

Core Expertise

Cloud & Hybrid Architecture

End-to-end design across UCaaS, CCaaS, and automation platforms with focus on scalability and security.

AI & Automation

LLM API integration, prompt engineering, autonomous agents, and LLM-driven workflows for enterprise customer engagement and automation.

API Integration

Event-driven architectures, CRM/CCaaS connectors, and serverless patterns for modern enterprises.

Technical Leadership

Cross-functional team leadership, stakeholder alignment, and high-stakes transformation delivery.

Discovery & Assessment

Complex enterprise environment analysis identifying migration risks, dependencies, and modernization paths.

Solution Delivery

Full lifecycle oversight from discovery through rollout, parallel run, cutover, and stabilization.

Impact & Results

Automation Excellence

Built secure, API-driven automation for Cisco TAC reducing handling time and improving accuracy

Operational Efficiency

Reduced frontline agent utilization by 40% through automation and workflow redesign

Escalation Reduction

Reduced escalations by 20% through redesigned flows and improved SLA ownership

Team Development

Created structured onboarding programs and knowledge hubs improving delivery consistency

Certifications & Credentials

🏆

CCIE

#37500

Cisco Certified Internetwork Expert

Enterprise networking and architecture expertise

🤖

Generative AI Blue Belt

Cisco Certified

AI/ML and LLM Implementation

Advanced proficiency in AI-driven solutions

☁️

Azure Fundamentals

AZ-900

Microsoft Azure Cloud Certification

Cloud architecture and deployment

📚

LLM Engineering

Udemy | 2025

Large Language Model Engineering

Prompt engineering and LLM applications

🎤

Cisco Live Speaker

2024 & 2025

Thought Leadership

Industry expertise recognized by Cisco

🤖

LLM API Engineering

Certified

LLM & Prompt Engineering

Advanced LLM API integration and autonomous agents

📖

Cisco TAC Bootcamp

Course Author

Contact Center Training Program

Designed curriculum for Cisco TAC support

🌍

Languages

2 Fluent

English (C2), Russian (C2), French (A2)

Multilingual communication capability

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