Upwork home
Sign up
Project Catalog
DesignDesign
Video & AudioVideo & Audio
Development & ITDevelopment & IT
MarketingMarketing
Writing & TranslationWriting & Translation
MoreMore

You will get customized Recommendation System/Engine using AI and Machine Learning

Sadidul I.Status: Offline
Sadidul I. Sadidul I.
4.8
Preview imagePreview image

Let a pro handle the details

Buy Machine Learning services from Sadidul, priced and ready to go.
Sadidul I.Status: Offline
Sadidul I. Sadidul I.
4.8
Preview imagePreview image

Let a pro handle the details

Buy Machine Learning services from Sadidul, priced and ready to go.

Project details

I design and build custom AI-powered recommendation systems that help e-commerce and marketplace platforms turn browsing behavior into real sales. Drawing on machine learning and applied data science, I create recommendation engines that learn from how customers browse, what they're interested in, and how they rate products — then use that to surface the right items at the right moment.

I build these using Python, with Keras or PyTorch for the embedding models and FAISS or Pinecone for fast, scalable similarity search — and I integrate cleanly with Shopify, WooCommerce, or a custom backend through a documented API.

Deliverables include well-structured, maintainable code, an integration-ready API, and optional cloud deployment. The goal throughout is business impact: more relevant suggestions, higher conversion rates, and stronger repeat engagement — not just a model that technically works.

Related previous works -
 • Food Recommendation Engine - Correlating between user and food based on description and conditions
 • Perfume Recommendation System - Recommend perfume for users profile
 • Ecommerce Product Recomendation - Based on related product browse
Machine Learning Tools
BERT, Keras, NLTK, NumPy, Python, PyTorch, scikit-learn, Word2vec
What's included
Service Tiers Starter
$150
Standard
$300
Advanced
$500
Delivery Time 1 day 2 days 4 days
Number of Revisions
000
Model Validation/Testing
-
-
-
Model Documentation
-
-
-
Data Source Connectivity
-
-
-
Source Code
Optional add-ons You can add these on the next page.
Additional Model Variation (+ 1 Day)
+$150
Model Validation/Testing (+ 1 Day)
+$100
4.8
85 reviews
93% Complete
(79)
2% Complete
(2)
1% Complete
(1)
2% Complete
(2)
1% Complete
(1)

AE

Abdullah E.
5.00
May 1, 2025
30 minute consultation

AE

Abdullah E.
5.00
Apr 22, 2025
30 minute consultation

BK

Benjamin K.
4.60
Apr 7, 2025
AI/ML Expert Needed for Live Data Noise Reduction

EK

Eric K.
5.00
Mar 18, 2025
Seeking Data Scientists with ETL, ML, Python experience / gsmlsmus-2025-q1 Sadidul did a great job on ETL and ML tasks. We’d be happy to work with this freelancer again.

SA

Sajjad A.
5.00
Mar 18, 2025
Computer vision expert needed I had a great experience working with Mr Sadidul Islam on an OCR project. He is highly skilled, efficient, and delivered accurate results while optimizing performance. Communication was smooth, and he went above and beyond to ensure the project met all requirements. Highly recommended for any OCR or data extraction.
Sadidul I.Status: Offline

About Sadidul

Sadidul I.Status: Offline
Machine Learning Expert - Computer Vision, LLM, & Predictive Modeling
80% Job Success
4.8  (85 reviews)
Dhaka, Bangladesh - 6:13 am local time
With 6+ years of experience and 100+ completed projects, I specialize in delivering end-to-end AI solutions—from training and fine-tuning models to production deployment. My expertise spans Computer Vision, OCR, LLMs/RAG, and Predictive Modeling, helping businesses automate processes and gain actionable insights.

Core Competencies:
- Computer Vision & OCR: Object detection (YOLO, ViT), document extraction, and structural drawing analysis using OpenCV, Tesseract, and AWS Textract.

- LLMs & Generative AI: Fine-tuning (Llama, GPT), RAG implementation, chatbots, and text-to-speech agents using Hugging Face, ChromaDB, and Pinecone.

- MLOps & Deployment: Containerizing services with Docker and deploying scalable solutions on AWS and GCP with a focus on cost optimization and low latency.

- Predictive Modeling & Recommendations: Building robust models for fintech, stock forecasting, and personalized recommendation engines.

I combine strong Python programming with deep learning frameworks (PyTorch, TensorFlow) to turn complex data into production-ready applications. Let’s discuss how I can help you build or optimize your AI infrastructure.

Skills: Python, PyTorch, TensorFlow, Hugging Face/Transformers, RAG, OpenCV, YOLO, ViT, VGG, ResNet, DocTR, Tesseract, AWS Textract, Google OCR, OpenAI API, LLAMA-3, ChromaDB, Pinecone, Docker, AWS, GCP

Types of projects I have completed in recent years -
#1 OCR / Document Extraction
- NLP expert to extract information from natural text — Extract information from images and PDFs using OCR
- Computer Vision Expert for Web App (OCR + AutoML) — Testing kit detection from images and reading test results
- NLP expert to extract information from natural text — Finding names, company names, etc. from images and PDFs
- Computer Vision Engineer for Post-Tension Structural Drawing Analysis (PDFs) — 2D drawing analysis

#2 Computer Vision
- Object Detection/Counting Project — Iron rod counting in batches using YOLOv8
- Object detection for ice hockey video — Detecting players, puck, and possession based on activity
- Mechanical Component Segmentation and Clustering — 2D drawing analysis
- AI/ML Engineer, Python/React for Skincare App — ML model integration in React Native app

#3 LLM / Generative AI
- Prototype Real-Time Text-to-Speech AI — Calling agent using OpenAI (GPT-4, Whisper), Google TTS, and Twilio
- Llama-2, Long Llama Engineer — Using open-source LLM models
- Data Engineer ML/AI — Customer care chatbot using OpenAI and LLaMA-7B
- AI Training for Foreign Language — Fine-tuning LLM models

#4 Regression / Predictive Modeling
- Cloud-based Data Scientist (AWS) — Models for fintech (NLP, Tabular)
- Stock market price prediction — Using historical data to predict future prices
- Balance/debt forecasting — Using bank statement data to predict debt and balance

#5 Recommendation Systems
- Food Recommendation Engine — Correlating users and food menu item based on description
- Similar Products based on Users Interest — Find the product a user might be interested in
- Perfume suggestion based on User Profile — Suggest existing perfumes based on users profile

Steps for completing your project

After purchasing the project, send requirements so Sadidul can start the project.

Delivery time starts when Sadidul receives requirements from you.

Sadidul works on your project following the steps below.

Revisions may occur after the delivery date.

Discuss about the input and outcome

Share required available datasets

Review the work, release payment, and leave feedback to Sadidul.