Clement®
I'm Samuel Clement, a Senior Software & AI Systems Engineer building carrier-grade voice telephony, high-throughput distributed systems, and intelligent digital products that scale.
✓ Samuel Clement [TheSamclem] AI Systems Initialized (v9.5.0)
Specialization: Production LLMs, Hybrid RAG Pipelines, Vector DBs & WebRTC Telephony
Stack: LangChain, LlamaIndex, pgvector, Pinecone, FastAPI, Python, Go
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Engineering with precision, LLMs & scale.
I'm Samuel Clement, a multidisciplinary Senior Software & AI Systems Engineer building production LLM & RAG architectures, vector search systems, and real-time voice AI telephony. From fine-tuning models and architecting hybrid vector search with pgvector/Pinecone to high-throughput cloud microservices, every system is engineered with architectural rigor.
Over the past 9+ years, I have served as a Founding Engineer at Kassie AI, Chief Technology Officer at Shortchase, and core software architect across fintech, edtech, and AI search domains. I bridge advanced LLM pipelines with robust production backends.
Production LLMs & RAG Systems
Hybrid dense/sparse vector retrieval (pgvector, Pinecone), LangChain/LlamaIndex pipelines, cross-encoder re-ranking, and sub-10ms semantic caching with Redis.
Voice AI & WebRTC Telephony
Carrier SIP trunking (Telnyx/Jambonz), low-latency WebRTC media servers, real-time token-streaming speech synthesis, and autonomous CRM webhook synchronization.
LLM Frameworks, Vector DBs & Distributed Systems
Selected Work & Systems
9 Production Platforms Engineered Across AI, Cloud & High-Throughput Web
Kassie AI Voice & RAG Agent
Carrier-Grade AI Telephony, Autonomous LLM Routing & CRM RAG Sync
Webmaxi AI SEO & Semantic Intelligence
LLM-Powered Search Visibility, Keyword Engine & Competitor Audit Platform
FoodHutz Dual Logistics Platform
Cross-Border On-Demand Food Delivery & Table Reservation Ecosystem
Coopla by Cuive Technologies
Cooperative Financial Management, Automated Thrift & Loan Ledger
Superfan.ng EdTech Platform
Gamified African Language & Cultural Knowledge Learning Engine
Boogidy Multi-Service App
Unified Ride-Hailing & On-Demand Food Delivery Ecosystem
Shortchase Prediction Engine
AI-Powered Social, Sports & Event Forecasting Marketplace
FountainPay Digital Gateway
Secure, High-Throughput Fintech Payment Infrastructure
Al-Hikmah / FUOYE eCampus Portal
High-Concurrency Academic & Computer-Based Testing Infrastructure
How I Build & Ship Systems
Discovery & Vector Architecture
Every AI and distributed project starts with analyzing data ingestion contracts, knowledge embedding strategies, and latency constraints. I design clean domain models, vector index topologies, and API contracts before touching code.
Capabilities & Engineering Services
LLM & Production RAG Systems
Voice AI & Telephony Pipelines
Full-Stack & Distributed Systems
CTO Advisory & AI Strategy
LLM & Production RAG Systems
Vector Search, Semantic Caching & Agentic Workflows
Architecting enterprise-grade Retrieval-Augmented Generation (RAG) pipelines, dense/sparse hybrid vector search (pgvector, Pinecone, Qdrant), semantic caching with Redis, contextual chunking, re-ranking, and autonomous tool-calling AI agents.
Work Experience & Impact
Leading core telephony architecture, real-time LLM voice pipelines, RAG over enterprise CRMs, natural language IVR systems, and bidirectional CRM synchronization.
- Architected conversational LLM voice agents integrating carrier-grade SIP trunking (Telnyx/Jambonz), WebRTC audio streaming, and neural STT/TTS with <120ms latency.
- Engineered RAG pipelines utilizing hybrid vector search (dense embeddings + BM25 keyword search) over enterprise CRM histories (HubSpot, Salesforce, Gong, Apollo).
- Built low-latency media servers and WebSocket bridges with OAuth 2.0 security, rate-limiting, and custom schema mapping.
- Implemented AI call routing algorithms distributing calls based on CRM context, agent skill tiers, and real-time speech transcription.
- Designed post-call automated workflows: CRM enrichment, disposition classification, lead score prediction, and AI email transcript summaries.
Educational Background
Bachelor of Science (B.Sc Hons) in Computer Science
Federal University Oye-Ekiti (FUOYE)
Ordinary National Diploma (OND) in Computer Science
Kwara State Polytechnic
Senior Secondary School Certificate
St. Anthony's Secondary School
Certifications & Honors
Certificate of National Service (NYSC)
National Youth Service Corps
Certificate in Business Leadership
Zero To Zenith Business School
Pioneered technical workshops and mentored 20+ junior engineers and interns in software architecture, Agile methodologies, and clean code practices.
Testimonials & Endorsements
“Samuel's architectural depth in production LLM pipelines, RAG, and WebRTC telephony is world-class. He took our AI voice and knowledge retrieval platform from concept to carrier-grade production in record time.”
Alex Morgan
Co-Founder & VP of Product • AI Communications Platform
“As our CTO, Samuel overhauled our entire backend infrastructure, cutting server response times by 50% and establishing CI/CD practices that 3x'd our team's delivery velocity. Exceptional leader.”
David Vance
Managing Director • Shortchase Inc.
“When building Webmaxi, Samuel delivered an AI-driven semantic auditing engine that handles thousands of concurrent page analyses without breaking a sweat. His technical precision is unmatched.”
Tariq Adeleke
Head of Growth • Webmaxi Technologies
“Samuel built our high-concurrency student testing portal supporting 140,000+ users. The system handled massive exam surges with zero downtime and incredible responsiveness.”
Prof. O. Bakare
Director of ICT • eCampus University Portal
Frequently Asked Questions
Have a custom inquiry or engineering requirement? Feel free to reach out directly anytime.
Let's talk
Looking to build a carrier-grade voice AI system, scale your distributed backend, or consult with a proven CTO? Let's engineer something extraordinary together.