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 — '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 — 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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