shaynelabs@shaynelabs.co

shaynelabs.co

Selected Work

Projects That
Ship.

5 projects across web development, automation, and AI. Real work, real impact.

01LIVE

CineMatch

AI / NLP Platform2025
PythonNLPLLMWeb AppRecommendation Engine

An AI-powered movie recommendation platform that understands natural language. Users describe what they're in the mood for, like 'something like Inception but more emotional', and CineMatch returns personalised recommendations using NLP and LLM reasoning.

Visit Live Site
CineMatch homepage: AI-powered movie discovery with smart search
Movie detail page: full info, recommendations, streaming links
Recommendations grid: 20 AI-matched films with match percentages

What Was Built

  • Natural language query processing
  • LLM-powered film matching and reasoning
  • User preference learning over sessions
  • Watchlist and browsing history
  • Film metadata API integration

Impact

Demonstrated practical LLM application beyond chatbots: context-aware recommendations from unstructured text input.

02

Telegram Report Bot

Automation System2025

A fully automated business reporting system operated entirely via Telegram. Generates, formats, and delivers reports on schedule, syncing data directly to Excel in real time. No desktop required; the entire system runs from a mobile phone.

PythonTelegram APIExcelAutomationScheduling
terminalLIVE
$python bot.py --start
→Bot initialised. Listening for commands...
✓Scheduler loaded: daily @ 08:00, weekly @ Mon 09:00
⟶/report daily
→Fetching data from source... 847 rows
→Formatting report: Sales_2025-01-14.xlsx
✓Excel synced. Delivering to @group_chat...
✓Report delivered. 3 recipients notified.
$_

What Was Built

  • Telegram bot interface for report commands
  • Automated report generation and formatting
  • Scheduled delivery (daily/weekly/custom)
  • Real-time Excel sync via openpyxl
  • Error handling and delivery confirmation

Impact

Eliminated manual report generation, saving hours per week and reducing human error in data reporting.

03

Enterprise Automation Suite

Process Automation2023–2025

A collection of automation scripts developed and maintained during corporate employment. Handled repetitive business processes: data extraction, file processing, report generation, and system integrations across multiple internal systems.

PythonScriptingWorkflowEnterpriseData Processing
terminalLIVE
$python pipeline.py --run extraction
→Connecting to source system...
✓Connection established. Starting extraction.
→Extracted 12,840 records in 4.2s
→Applying transformation rules... 3 pipelines
✓Data cleaned. 12,840 → 12,797 valid records.
→Writing output: report_jan_2025.xlsx
✓Pipeline complete. Elapsed: 6.1s
$_

What Was Built

  • Data extraction and transformation pipelines
  • File processing and batch operations
  • System-to-system integrations
  • Scheduled task automation
  • Error logging and monitoring

Impact

Significantly reduced manual processing time across multiple business functions, improving accuracy and freeing staff for higher-value work.

04Coming Soon

Pilates Studio Website

Business Website2026: Coming Soon

A premium website for a pilates studio, currently in planning. Designed to convert visitors into paying clients with an integrated class scheduling system, instructor profiles, and online booking.

Next.jsTypeScriptBooking SystemSEO
04
SOON

What Was Built

  • Premium, conversion-focused design
  • Class schedule and booking integration
  • Instructor profile pages
  • Pricing and membership section
  • Mobile-first, SEO optimised

Impact

Part of a future pilates business venture: the website will serve as the primary client acquisition channel.

05Coming Soon

Fitness Hub

Business Website2026: Coming Soon

A full-featured gym website, currently in planning. Showcases the facility, drives membership sign-ups, and handles online bookings. Includes membership plan comparison, class timetables, and trainer showcase.

Next.jsTypeScriptE-commerceBooking
05
SOON

What Was Built

  • Membership plan pages with online payment
  • Class timetable with booking
  • Trainer profiles
  • Photo and video gallery
  • Google Maps integration

Impact

Part of a future gym business venture: designed to handle the full digital acquisition funnel from discovery to membership purchase.

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