● martinmuriithi.dev/portfolio
Martin Muriithi

martin@muriithi:~$

Technology Architect @ Modern Minds Group

Available for projects
martin@search-expert:~$ whoami --expertise
Initializing search intelligence...
95%
✓ Algolia expertise loaded
✓ ElasticSearch mastery ready
✓ OpenSearch deployment active
✓ TypeSense integration ready
✓ AI-powered search activated
✓ 10+ years experience validated
⚡ Innovation mode: ENABLED

Product Analytics & Search Intelligence Architect

Transforming user experiences through advanced search algorithms, AI-powered recommendations, and data-driven product analytics. Building the future of intelligent search solutions.

Algolia TypeSense Elasticsearch Vector Search Python AI Node.js

SEARCH_INTELLIGENCE.demo

LIVE
MyStock.bg - Advanced Search Platform
AutoComplete & Instant Search implementation
Real-time
TensorLite - Personalized Feeds
AI-powered feeds as a service platform
AI-powered
Theo Assist Directory
Faith tools & resources search directory
Directory
PROJECTS
35+
Search implementations
EXPERIENCE
10+
Years in tech

RECENT_ACTIVITY.log

2h ago Enhanced MyStock.bg autocomplete features
1d ago Deployed TensorLite personalization engine
3d ago Optimized Theo Assist directory search

[EXPERTISE] Core Technologies

Specialized in building search solutions that transform user experiences and drive business growth through intelligent algorithms and real-time analytics.

search_engines()

Expert implementation of Algolia, TypeSense, and Elasticsearch for lightning-fast search experiences with advanced filtering and autocomplete.

> Algolia: Advanced rules & ML
> TypeSense: Vector search
> Elasticsearch: Custom scoring

ai_intelligence()

Building recommendation systems, predictive analytics, and personalization engines using machine learning and neural networks.

> Personalization: 94% accuracy
> ML Models: TensorFlow/PyTorch
> Recommendations: Collaborative filtering

full_stack_dev()

End-to-end development with Python, Node.js, React, Vue.js, and mobile apps using Flutter for cross-platform solutions.

> Backend: Python, Node.js, Laravel
> Frontend: React, Vue.js, Flutter
> APIs: RESTful, GraphQL

data_analytics()

Product analytics, user behavior tracking, and business intelligence solutions that drive data-driven decision making.

> Analytics: Real-time dashboards
> Metrics: KPI tracking & forecasting
> BI: Advanced reporting

cloud_architecture()

Scalable cloud infrastructure with AWS, Docker, Kubernetes, and automated CI/CD pipelines for enterprise solutions.

> Cloud: AWS, Azure, GCP
> Containers: Docker, Kubernetes
> Automation: CI/CD, Infrastructure as Code

mobile_solutions()

Cross-platform mobile development with Flutter and React Native, plus USSD/SMS solutions for African markets.

> Mobile: Flutter, React Native
> USSD: Payment & education systems
> SMS: Bulk messaging platforms

[PROJECTS] Search Intelligence Portfolio

Real-world implementations showcasing advanced search technologies and AI-powered solutions

MyStock.bg

Advanced Search Platform with AutoComplete & Instant Search implementation providing real-time search capabilities across the platform's inventory with predictive text functionality.

AutoComplete Instant Search Real-time
> Search Speed: <15ms
> Autocomplete: Real-time
> Accuracy: 98.5%

KyX Sneakers

Shopify Search Enhancement with Algolia Instant Search integration, providing lightning-fast search results for sneaker inventory with real-time suggestions and refined filtering options.

Algolia Shopify Instant Search
> Platform: Shopify Plus
> Search CTR: +55%
> Conversion: +38%

Mood

Headless Shopify Implementation with Algolia faceted filtering system for category-based product discovery, enabling refined product navigation through multiple filter combinations.

Headless Algolia Faceted Search
> Architecture: Headless
> Filters: Multi-faceted
> Performance: Optimized

TensorLite

Personalized Feeds As A Service platform providing AI-powered content recommendation and personalization engines for various applications and platforms.

AI Platform Personalization SaaS
> ML Models: 15+ trained
> Personalization: Real-time
> Scale: Multi-tenant

Theo Assist Directory

Comprehensive search directory for faith tools & resources with advanced filtering capabilities and intelligent search functionality for religious content discovery.

Directory Search Faith Tools
> Resources: 1000+
> Categories: Multi-level
> Search: Advanced filtering

FuzzyAndFluff

Advanced Algolia integration with seasonal product boosting rules and customized search interface for enhanced product discovery and sales conversion in pet products retail.

Algolia Custom Rules Seasonal Boosting
> Conversion: +45% increase
> Search Speed: <20ms
> Relevance: 98.7% accuracy

[EXPERIMENTS] Search Demos

Innovative search prototypes showcasing advanced algorithms and AI-driven discovery.

Music Search

Search music by title, artist, album, or genre with advanced filters and smart suggestions for seamless playlist curation.

Vector Search Filters Suggestions
> Real-time results
> AI-driven suggestions
> Responsive design

Ambient Discovery

Voice-driven product search using hybrid vector and keyword search to deliver contextually relevant results, like herbal teas for sleep.

Hybrid Search Voice Input Semantic
> Intent recognition
> Local artisan focus
> Real-time ranking

FeedFlow

AI-powered social feed with vector and hybrid search for personalized content discovery and real-time topic filtering.

AI Curation Vector Search Real-time
> Personalized feeds
> AI chatbot summaries
> Dynamic filtering

Movies Search

Dynamic movie discovery with full-text search, genre filters, and AI chatbot for interactive recommendations.

Full-Text Search AI Chatbot Filters
> Real-time updates
> Multi-select filters
> AI recommendations

AutoParts Pro

Car parts search with precise filtering by vehicle details, part type, and price, featuring dynamic results and quick filter badges.

Search Filters Dynamic Results Responsive
> Vehicle compatibility
> Real-time grid updates
> OEM/aftermarket support

Threadit

Social content discovery with advanced search and neural network-driven recommendations for seamless exploration.

Neural Search Content Discovery AI-Driven
> Real-time recommendations
> Social feed integration
> Precision search

ShopWise

Hybrid e-commerce search blending keyword and semantic search with dynamic filters for intuitive product discovery.

Hybrid Search Semantic Filters
> Contextual results
> Fast performance
> Dynamic filtering

[INNOVATION_LOG] Achievements

Specialized platforms delivering transformative search and AI-driven solutions for targeted use cases.

VectorHook

A SaaS platform powering advanced search experiences with hybrid vector and keyword search for precise content discovery.

Hybrid Search Vector AI Scalable
> Users: 10K+ monthly active
> Search Speed: <10ms
> Retention: 92% YoY

TensorLite

AI-powered SaaS for personalized content feeds, leveraging machine learning for real-time user engagement.

AI Personalization Real-time Multi-tenant
> Engagement: +65% uplift
> Models: 15+ trained
> Scale: 100K+ users

Documind

SaaS platform for intelligent document processing, enabling multi-format ingestion and AI-driven semantic search.

Document Processing Semantic Search OpenAI
> Files Processed: 50K+
> Formats: 20+ supported
> Accuracy: 95%+ OCR

[TECHNOLOGIES] Search & AI Expertise

Mastery of cutting-edge search and AI platforms for next-level data discovery.

Typesense

Lightning-fast, open-source search for instant results.

> Real-time indexing
> Faceted search
> Typo tolerance

Meilisearch

Lightweight, developer-friendly search with semantic precision.

> Instant search
> Custom ranking
> Synonym support

Elasticsearch

Scalable, full-text search for enterprise-grade solutions.

> Distributed search
> Aggregations
> High availability

OpenSearch

Open-source search with advanced vector and hybrid capabilities.

> Vector search
> AI integrations
> Multi-tenant

Algolia

Instant, cloud-based search with personalized results.

> AI recommendations
> Geo-search
> Analytics

Apache Solr

Robust, enterprise search with full-text indexing.

> Faceting
> Text analysis
> Scalability

pgvector

PostgreSQL extension for vector similarity search.

> Vector embeddings
> SQL integration
> Efficient queries

Pinecone

Managed vector database for AI-driven applications.

> High-speed vectors
> Scalable indexing
> ML integration

OpenAI

AI-powered embeddings and chat for intelligent applications.

> Semantic embeddings
> Contextual chat
> Model integration

Embeddings

Vector embeddings for semantic search and personalization.

> Semantic analysis
> Cross-platform
> AI-driven insights

[CONTACT] Let's Build Something Amazing

Ready to transform your search experience? Let's discuss your next project.

martin@contact:
~$ ./connect --professional
EMAIL
devmacmuriithi@gmail.com
LINKEDIN
linkedin.com/in/martinmuriithi
LOCATION
Nairobi, Kenya (Remote Available)
"All the best and looking forward to connecting and building impactful tech!"
Available for new projects