ENGINEERING INTELLIGENT SOFTWARE SYSTEMS
Battle-tested software engineering specialized in AI/ML algorithms, enterprise LLMs with RAG, domain-specific fine-tuning, autonomous automation pipelines, and global-scale distributed APIs.
ENGINEERING PACKAGES. FIXED PRICING. ZERO OVERHEAD.
No expensive teams of engineers working forever on a project. No recruitment delays or runaway burn rates. Choose the engagement level that fits your stage — from strategic advisory to full production launch — all with fixed pricing, senior architects, and locked scope commitments.
- Architecture Review & Design
- Security & Infrastructure Audit
- Integration & Migration Plans
- Technical Roadmap & Recommendations
- Working Demo / MVP Product
- Fast Iterations, Client-in-the-Loop
- Core Feature Implementation
- Deployment-Ready Handoff
- Full-Stack Architecture + UI
- AI / LLM / Custom Integrations
- 100% Code & IP Sovereignty
- Production Cloud Deployment
- Post-Launch Monitoring & Ops
NOTABLE DEPLOYMENTS
A selection of mission-critical systems and AI architectures engineered for tier-1 enterprises, global logistics, financial institutions, and biopharma leaders.
Bolt Food Public API & Enterprise POS Integration Engine
Architected and engineered the public Bolt Food API platform, establishing real-time integration conduits between Bolt Food and global food service enterprises, POS vendors, and enterprise chains (including McDonald's, KFC, and major multi-unit franchises).
- Enabled real-time bidirectional menu synchronization and automated order fulfillment pipelines.
- Scaled across tens of countries, supporting thousands of concurrent restaurant endpoints with high availability.
- Designed resilient WMS, POS, and central order management integration interfaces.
AI Search Query Disambiguation & NLP Information Retrieval
Engineered advanced NLP models within Bloomberg's AI News Search division to resolve ambiguous financial search queries, accurately tagging multi-intent searches, company tickers, and investment entities in sub-millisecond windows.
- Elevated search relevancy across millions of daily news queries from global financial institutions, governments, and hedge funds.
- Integrated deep contextual disambiguation into high-volume financial information retrieval pipelines.
- Optimized semantic parsing models for ultra-low latency real-time news retrieval.
Precision Medicine Clinical AI & Multi-Agent RAG Platform
Engineered core components of a cloud-native precision medicine platform, leveraging Large Language Model agents and Retrieval-Augmented Generation (RAG) to individualize clinical analytics and treatment intelligence at the point of care.
- Developed Python-based LLM agent swarms using LangChain, LangSmith, and custom LangTools.
- Built scalable asynchronous data pipelines utilizing AWS S3, SQS messaging, and secure cloud storage.
- Constructed exhaustive automated validation suites, integration tests, and clinical reliability guardrails.
Global Diagnostic Hubs & Distributed Lab Ingestion Engine
Architected and engineered distributed proxy services and high-throughput ingestion pipelines on the Hubs team, processing thousands of daily diagnostic lab requests, biodevice feeds, and test orders from veterinary clinics worldwide.
- Engineered event-driven microservices with NestJS, Express, and real-time WebSockets/Webhooks for seamless clinic telemetry.
- Implemented high-reliability multi-format ingestion pipelines parsing vetXML and JSON with optimized MongoDB indexing, TTL policies, and CRUD safety.
- Integrated end-to-end DevOps automation on Microsoft Azure (AKS/Kubernetes, EventHub, Docker, GitHub Actions CI/CD) and full-stack proxy interfaces with React and Vite.
Predictive Intraday Stock Modeling & Strategy Optimization Engine
Developed a high-performance market simulation and predictive forecasting engine for US equities, delivering real-time decision support and dynamic threshold adaptivity for quantitative trading desks.
- Constructed an intraday market simulator processing minute-by-minute feeds for high-volume US securities.
- Implemented real-time model retraining pipelines that assess and adapt to shifting intraday market conditions.
- Engineered live ticker recommendation algorithms identifying equities poised to hit specific volatility thresholds.
Autonomous AI Copilot for Examination Evaluation & Grading
Architected the public API and cloud microservice backbone for an AI evaluation copilot that automates exam grading across multi-disciplinary curricula, enforcing objective evaluation standards while eliminating marker variance.
- Engineered serverless AWS infrastructure (Lambda, API Gateway, DynamoDB, SNS/SQS, Cognito, CloudFormation, S3, IAM).
- Integrated automated usage metering and subscription billing via Lago.
- Delivered comprehensive OpenAPI / Swagger documentation pipelines and bulletproof security isolation for institutional student data.
TECHNICAL CAPABILITIES
Engineered from first principles. We design, fine-tune, and deploy mission-critical intelligence pipelines.
AI & Machine Learning
Custom predictive modeling, computer vision systems, anomaly detection algorithms, and deep neural network training for domain-specific intelligence.
- Custom Loss Optimization & Training
- Computer Vision & Audio Pipelines
- Edge & TensorRT Acceleration
LLMs & Advanced RAG
Production-grade Retrieval-Augmented Generation connecting LLMs with private document corpora. Dense + sparse hybrid vector search with reranking.
- Context-Aware Recursive Chunking
- Reciprocal Rank Fusion (RRF)
- Zero-Hallucination Guardrails
LLM Fine-Tuning
Parameter-efficient adaptation (LoRA, QLoRA, DPO) on proprietary reasoning datasets, followed by quantization for low-cost private infrastructure hosting.
- Domain Instruction Adaptation
- AWQ / GGUF 4-Bit Quantization
- High-Throughput vLLM Serving
Intelligent Automation
Autonomous multi-agent swarms and intelligent document extraction that eliminate manual back-office tasks and interface with internal tools.
- Multi-Agent Decision Loops
- Automated OCR & Data Extraction
- Self-Healing Error Recovery
API & Backend Integrations
High-throughput backend APIs bridging AI intelligence into legacy ERPs, CRMs, financial ledgers, and third-party SaaS ecosystems.
- Async Streaming WebSockets
- High-Throughput gRPC & REST
- Event-Driven Kafka Architecture
Full-Stack Development
Ultra-fast, responsive web interfaces backed by resilient cloud infrastructure, automated CI/CD deployment pipelines, and SOC2-ready security.
- React / Next.js / TypeScript
- Containerized Docker / K8s Infra
- Real-time Token Streaming UI
HOW WE OPERATE & DELIVER
Rigorous standards across security, code architecture, and complete end-to-end lifecycle execution.
[ PRIVACY & SECURITY ]
We architect secure deployments, private VPC environments, and enterprise-grade role-based access control so your proprietary training data, embeddings, and intellectual property remain 100% confidential and under your ownership.
[ QUALITY & MAINTAINABILITY ]
Clean, modular architectures built for long-term scalability. We adhere to strict type-safety, comprehensive automated test suites (unit, integration, and E2E), deterministic execution, reproducible environments, and exhaustive documentation.
[ FULL LIFECYCLE SUPPORT ]
True turn-key partnership. We guide systems across the entire lifecycle: initial discovery, technical system design, data preparation & model fine-tuning, robust implementation, automated cloud deployment, and 24/7 production monitoring, telemetry, and ongoing model maintenance.