Data Analysis Projects in LagosData Analysis Projects in Lagos
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Cover image for My latest build turns that chaos into a sleek, interactive I...
My latest build turns that chaos into a sleek, interactive Insurance Application Summary Dashboard built for speed, insight, and control. Traditional reports hide insights behind endless spreadsheets. This dashboard flips the script, it reveals the story instantly: Clarity isn’t cosmetic, it’s profit. Good reporting tells what happened. Creative reporting shows where to act next. By blending storytelling, interactivity, and business logic, this becomes a true decision engine for underwriting teams. If approvals still take 75 days, your reporting is the bottleneck. I build data products that turn chaos into profit-driving clarity. Now open to projects merging data strategy + design + visualization for faster, smarter decisions. 📊 Explore the vision. 💬 DM to discuss your toughest data challenge.
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Cover image for This project takes a fraud-detection
This project takes a fraud-detection model built in a notebook and turns it into a small, runnable system you can demo and deploy locally. In my workflow, I start with the notebook, save a single artifact, then wrap it with an API, a UI, and basic monitoring. 1 (https://1). Train and evaluate a model on creditcard.csv 2. Save a deployable artifact (.pkl) 3. Serve predictions through a FastAPI backend 4. Provide a Streamlit UI for manual testing and batch scoring 5. Log predictions and feedback labels for monitoring 6. Run basic drift checks and export feature importance for sanity checks What Problem This Solves Fraud detection is a highly imbalanced classification problem, so "accuracy" is usually misleading. What you typically want is: 1 (https://1). a risk score (fraud probability) per transaction 2. a decision policy (threshold) you can tune to match operational goals (precision/recall tradeoff) 3.  serving layer so the model works outside Jupyter 4. a monitoring loop so you can detect drift and decide when to retrain
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Cover image for AI Customer Feedback Analysis System
AI Customer Feedback Analysis System | AI Automation for Sentiment Analysis & Business Insights Designed and developed a fully automated AI customer feedback analysis system that helps businesses collect, process, analyze, and summarize customer reviews in real time. The solution automated the entire feedback workflow using AI automation tools, reducing manual analysis time and improving customer insight reporting accuracy. The workflow was built using Typeform, OpenAI API, n8n workflows, and Google Sheets integration to create a scalable business automation system for customer experience management and AI-powered reporting. The automation pipeline collected customer feedback submissions from Typeform, processed responses through OpenAI for sentiment analysis and natural language processing (NLP), categorized reviews based on positive, neutral, and negative sentiment, and automatically generated actionable business insights and performance summaries. To improve reporting efficiency, the system automatically updated Google Sheets dashboards with customer satisfaction metrics, sentiment trends, and AI-generated summaries. This allowed the client to track customer experience performance without manual data processing. Key challenges included handling inconsistent feedback formats, improving AI response accuracy, and ensuring workflow reliability across multiple submissions. These issues were solved by implementing structured prompt engineering, custom AI prompts, automated error handling inside n8n, and optimized OpenAI API workflows. This AI workflow automation project improved reporting speed, enhanced customer support analysis, and enabled data-driven decision-making through generative AI and workflow automation. Core Features AI customer feedback analysis Automated sentiment analysis using OpenAI API AI-generated customer insight summaries Workflow automation with n8n Google Sheets reporting dashboard Typeform integration Business intelligence automation AI content summarization NLP-based review categorization Automated performance reporting AI assistant workflow setup Process automation for customer support teams Technologies & Tools OpenAI API n8n Typeform Google Sheets AI automation Workflow automation Generative AI API integration AI prompts Prompt engineering AI analytics system Business process automation ai automation | chatbot | openai api | workflow automation | n8n | ai chatbot | ai agents | make com automation | crm integration | ai developer | chatgpt integration | automation setup | zapier automation | ai assistant | langchain | ai saas | ai web app | api integration | ai voice agent | lead generation | ai app developer | full stack developer | web application | n8n workflows | ai content creation | ai prompts | ai consultant | ai tools | generative ai | custom chatbot | llm integration | chatbot development | ai workflow | make com expert | ai business | ai integration | automation bot | workflow | ai software | ai calling agent | ai receptionist | voice ai | ai customer support | appointment booking | ai sales agent | outbound calls | inbound calls | conversational ai | vapi ai | synthflow ai | retell ai | elevenlabs | voiceflow | ai automation agency | custom ai agent | ai lead generation | ai workflow setup | business automation | automation expert | ai web application | ai mobile app | ai chatbot app | open ai integration | ai seo | geo seo aeo | prompt engineering | custom prompts | humanize ai content | ai proofreading | rewrite ai content | ai editing | ai content editing | chat gpt prompt | chatgpt prompts | ai prompt engineer | midjourney prompts | claude ai | anthropic claude | claude code | claude automation | claude expert | claude cowork | lovable ai | lovable dev | lovable website | lovable app | vibe coding | vibe coder | cursor ai | replit ai | base44 expert | bolt new ai | v0 | rocket new | supabase integration | stripe integration | oauth | vercel deployment | deploy web app | saas mvp | ai saas app | web app | website development | custom website | business website | wordpress website | shopify store | ecommerce developer | clone website | convert website | wix to wordpress | squarespace | softr webapp | database | docker | vps setup | self hosted ai | ollama | flowise | rag application | rag pipeline | rag ai agent | openclaw | open claw | clawdbot setup | clawbot | clawd bot | install openclaw | openclaw setup | autonomous ai | web scraping | selenium | data extraction | crm workflow | email automation | process automation | social media automation | youtube automation | tiktok automation | faceless youtube | viral content | ai tiktok videos | ai video automation | faceless videos | cash cow videos | social media bot | instagram automation | linkedin automation | cold email | email campaign | data enrichment | apollo io | instantly ai | clay | hubspot automation | monday crm | gohighlevel workflow | ghl automation | sales funnel | landing page | funnel builder | highlevel workflow | ghl chatbot | ghl funnel | follow up boss | kvcore | real estate crm | phone system | voip | ringcentral | aircall | openphone | nextiva | freepbx | asterisk | justcall | twilio | manychat chatbot | whatsapp chatbot | live chat | customer service | mobile app developer | flutter developer | react js | javascript | python | java programming | spring | machine learning | nlp | gpt4 | gpt3 | deepseek | gemini | crewai | manus ai | gumloop | google ai studio | ai development | ai consultant | ai voice assistant | ai cold caller | booking automation | call automation | ai phone bot | telemarketing bot | workflow automation | integrations | webhook integration | zapier webhook | make scenario | n8n ai automation | n8n integration | n8n developer | n8n expert | n8n ai agent | n8n chatbot | n8n voice agent | make automation | integromat | power automate | microsoft powerapps | power bi | sharepoint | monday automation | hubspot crm | pipedrive crm | zoho crm | clickup | google sheets | slack | airtable crm | notion | typeform | webhook | productivity tools | ai app | chatbot setup | ai chatbot development | custom design | software developer | fullstack | ai website | ai mobile | ai web | ai consulting | openai integration | ai caller | ai call automation | voice calling agent | ai call assistant | ai voice caller | ai workflows | automation workflows | chatbot integration | website automation | crm setup | task automation | ai agents development | business process automation | ai customer service | ai sales | ai receptionist setup | voice automation | ai cold calling | outbound call automation | inbound support ai | conversational voice ai | ai agent automation
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