Confidential — Education Institution
CRM workflow automated end-to-end with AI + Infobip messaging
Built an AI automation layer on top of an institution's CRM that triggers personalised Infobip messages based on student activity, lead stage, and enquiry status — removing manual follow-up entirely from the workflow.
Confidential Client
Real-time facial emotion recognition model deployed in production
Trained a custom deep learning model to detect and classify facial emotions — happy, sad, angry, neutral, surprised — from live video feeds. Model optimised and exported to ONNX for fast edge inference.
Confidential Client
NLP-powered sentiment analysis pipeline for customer feedback
Built a custom NLP model that classifies customer feedback, reviews, and support tickets into positive, negative, and neutral sentiment — giving the client automated, real-time visibility into customer satisfaction.
Confidential — E-Commerce Brand
AI generates SEO product descriptions from images for Shopify store
Built a vision + LLM pipeline where the client uploads a product image and the system automatically generates optimised product descriptions for their Shopify store — eliminating manual copywriting completely.
Confidential — Shopify Merchant
AI recommendation engine surfaces related products on Shopify
Trained an AI model that analyses the product being viewed and recommends related or complementary items — increasing cross-sell opportunities without any manual curation from the merchant.
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Confidential Client
PyTorch model converted to ONNX and TensorFlow for cross-platform deployment
Took a client's existing PyTorch-trained model and converted it through the ONNX format to TensorFlow — enabling deployment across multiple environments including mobile and edge devices with no accuracy loss.
Confidential Client
Custom YOLO model trained for client-specific object detection
Collected and labelled domain-specific training data, fine-tuned a YOLO model on the client's detection task, and delivered a production-ready inference pipeline for real-world use.
Confidential Client
RAG pipeline + n8n workflow automates knowledge-based responses
Built a Retrieval-Augmented Generation pipeline connected to the client's internal documents, integrated with n8n for automated triggers — the system answers questions from company knowledge accurately without hallucinating.
Confidential Client
AI automates lead sourcing and outreach across LinkedIn, Telegram and Email
Built an end-to-end AI marketing automation system that scrapes targeted leads via Google Search, enriches contact data, and sends personalised outreach via email, LinkedIn, and Telegram — fully automated.