ML Development Services
Unlock powerful intelligence from your data with Codiot’s Machine Learning Development Services.
We enable businesses to make smarter decisions, automate complex processes, and unlock predictive capabilities that drive measurable growth. Whether you need forecasting systems, classification models, NLP-powered automation, or computer vision solutions, our ML expertise helps you convert data into real business value.
From model design to deployment and continuous optimization, Codiot ensures your ML solutions are scalable, efficient, and fully tailored to your operations.
Empowerment
Elevating the Benchmark for ML Expertise
At Codiot, we go beyond standard model building—we create intelligent systems that continuously learn, adapt, and evolve.
Our ML engineers specialize in designing high-performance algorithms that maximize accuracy, speed, and reliability. With deep skills in neural networks, predictive modeling, natural language understanding, automation, and advanced analytics, we integrate ML seamlessly into your digital ecosystem.
Choose Codiot to unlock next-generation ML capabilities and transform the way you operate, innovate, and compete.
Why You Need
Turn Raw Data into Smart, Predictive, and Automated Intelligence
Machine learning empowers organizations to uncover hidden patterns, optimize workflows, and build intelligent systems that scale with demand.
Data-Driven Decision Making
ML models analyze complex datasets to produce reliable predictions and actionable insights.
Intelligent Automation
Reduce operational costs by automating repetitive tasks and streamlining workflows.
Personalized User Experiences
Deliver real-time recommendations, smarter interactions, and meaningful engagement.
Maintain a Competitive Edge
Leverage ML to innovate faster, optimize performance, and stay ahead of competitors.
We Provide
Exceptional Machine Learning Development Services
Predictive & Statistical Modeling
Forecasting, classification, clustering, time-series models, and anomaly detection.
Computer Vision Solutions
Object detection, facial recognition, visual analytics, OCR, and automated quality inspection.
MLOps & Enterprise Deployment
Model versioning, CI/CD for ML, cloud deployment, monitoring, and scalable pipelines.
Natural Language Processing (NLP)
Automated text extraction, summarization, sentiment analysis, conversational AI, and document intelligence.
AI Automation & LLM Integrations
Smart chatbots, ML-driven workflow automation, AI agents, and custom generative tools.
What We’re Known For
Engineering Excellence in Machine Learning
At Codiot, we craft ML systems that deliver measurable business impact. Whether modernizing existing infrastructure or building solutions from the ground up, our focus is on precision, scalability, and long-term performance.
Custom Solutions
Models engineered specifically for your goals, datasets, and industry needs.
High-Accuracy Performance
Advanced tuning and optimized architectures for dependable predictions.
Continuous Support & Optimization
Ongoing model monitoring, retraining, and refinement to sustain accuracy.
Cross-Platform Integration
Smooth integration with cloud environments, mobile apps, dashboards, and enterprise systems.
Our Process
Our Proven Machine Learning Development Workflow
We follow a structured, transparent, and scalable methodology to deliver high-quality, production-ready ML systems.
Requirement & Data Assessment
Understand use-cases, business goals, and available datasets.
Data Preparation & Feature Engineering
Clean, transform, and enrich data for optimal model performance.
Model Development & Training
Build advanced ML models tailored to your objectives using modern frameworks.
Testing, Deployment & Integration
Validate accuracy, integrate with your systems, and deploy securely.
Monitoring & Optimization
Track performance in real time and enhance models for consistent results.
Our projects
A Glimpse of Our Work
why choose us
Why Choose Codiot for ML Development?
At Codiot, we don’t just develop machine learning models—we build intelligent solutions that deliver long-term business value. With expertise in predictive analytics, neural networks, NLP, automation, and cloud-scale ML, we help organizations transform data into a strategic advantage.
Partner with us to automate operations, improve decision-making, reduce costs, and unlock the full power of machine learning.
Have an idea ?
Let’s transform your vision into intelligent, ML-powered solutions that create real impact. From data preparation to model development, deployment, and ongoing refinement, we guide you through every step of your ML journey. Whether you’re enhancing customer experiences, building automation workflows, or enabling predictive intelligence, our team helps convert your challenges into powerful digital capabilities. Together, we’ll build smarter, faster, and future-ready systems that accelerate your business growth.
tech stack
The Technologies
Powering Our Innovations
Python
TensorFlow
PyTorch
Keras
Scikit-learn
XGBoost
LightGBM
Pandas
NumPy
Dask
Apache Spark
Hadoop
FastAPI
Docker
Kubernetes
TensorFlow
MLflow
AWS SageMaker
Google AI Platform
Azure Machine Learning
PostgreSQL
MySQL
MongoDB
BigQuery
Snowflake
Redshift
Industries we serve
Few of the many tools and
technologies in our arsenal
Testimonial
Explore insights and best practices
Codiot Technologies has been our trusted technology partner since the beginning. They understood our complex requirements as an angel investment firm and delivered an integrated solution that seamlessly connects Salesforce, mobile apps, AWS services, and WhatsApp bots. Their expertise helped us streamline our business processes and improve customer complaint resolution significantly. The team’s commitment to our success is evident in every aspect of the solution they built.
- Vinay Bansal
Angel investment platform
From concept to successful ecommerce brand, Codiot has been with us every step of the way. As fitness enthusiasts launching a business, we had a vision but needed technology partners who could execute. They built our Shopify platform, handled all graphic designs, managed digital marketing (PPC, social media, SEO), and integrated everything with Salesforce. Their attention to detail—down to color choices and logo placement—shows they truly care about our success.
- Surabhi Talwar
Fitness food brand
As a global freelancer marketplace, we needed sophisticated technology to stand out. Codiot Technologies delivered a complete platform with AI-powered talent matching, seamless collaboration tools, and secure payment systems. They built everything from the ground up—intuitive user interfaces, robust backend systems, and smart algorithms that connect the right freelancers with the right opportunities. Their ability to understand marketplace dynamics and translate that into functional technology was exceptional. Codiot didn’t just build our platform; they enabled our entire business model.
- Karunesh prasad
Talent market place
“Managing a platform connecting over 1000s of CXOs required sophisticated technology and flawless execution. Codiot served as our technology consultant and developed both Android and iOS apps that enable real-time connections among our members. Their profile management system and the fully integrated solution they built helps CXOs find practical solutions and advice on various challenges. The platform they created is the foundation of our thriving community.”
- Latika Arrora
CXO networking platform
“Codiot developed a comprehensive field force management solution that transformed how we operate across multiple departments. From Android and iOS apps to Salesforce lead management, their technology consulting guided us in making the right choices. The integration of our marketing team, warehouse management, and sales team management into one cohesive system has dramatically improved our efficiency as a leading eyewear brand.”
- Ronak Seth
Eye wear brand
“Building a community-based resource-sharing platform required both technical expertise and understanding of social dynamics. Codiot delivered on both fronts with our mobile and web platform. The Android and iOS apps they developed, powered by Node.js and MongoDB on AWS, enable users to share resources and become Social Heroes. Their role as technology partners helped us turn a social mission into a viable technology platform.”
- Maulik Pandya
Resource sharing platform
“Codiot consulted on and built our entire platform to maximize value for users through soft currency. Their expertise in Android and iOS development, combined with scalable AWS hosting and Core PHP backend, created a robust foundation for our business. They understood our unique business model and translated it into a technology solution that works seamlessly across all platforms.”
- Vismay
Loyalty management platform
“As a UK-based beauty and cosmetics ecommerce business, we needed an end-to-end solution that could handle multiple brands under one roof. Codiot provided exactly that—from Shopify platform development to graphic designs, digital marketing (PPC, social media, SEO), product data management, and customer support. They’re not just developers; they’re partners invested in our success in the competitive UK market.”
- Vishal
Cosmetic and beauty ecommorce marketplace
“Working with Codiot was transformational for our ad sales operations. They created a comprehensive Salesforce solution that gave us complete visibility into our sales funnel, from forecasting to deal tracking. The real-time inventory tracker and seamless integration with our legacy systems through SSO has empowered our leadership to make data-driven decisions. The result? Increased efficiency and a clear path to sustainable growth.”
- Ankita
Media Giant
“Codiot’s expertise in Salesforce and mobile development helped us revolutionize our procurement processes. Their solution featuring LWC components, native mobile apps, and advanced workflows has streamlined everything from invoice management to dispute resolution. The team’s product consulting was invaluable, and they delivered a system that truly enhances both efficiency and user experience.”
- Brandon
Enterprise Order to Cash
“As a global pharma company with geographically dispersed sales teams, we needed a robust CPQ solution to handle our complex sales processes. Codiot delivered beyond expectations with custom pricing flows, advanced constraint rules, and catalog customization. Their deep knowledge of Apttus/Conga CPQ and attention to detail in implementing promotional rules has made collaboration on quotations seamless across our organization.”
- Sanjay
Global Pharm Company (Apttus/Conga CPQ - Project 1)
“Managing over 1000+ complex products with customization needs was a significant challenge for us. Codiot’s team tackled this head-on with n-level product attributes, X-author integration for large carts, and Apttus AWA for multi-level approvals. The SAP integration they implemented has connected our entire sales ecosystem. Their technical expertise and problem-solving approach made a complex project feel manageable.”
- Matt
IT Service Provider (Apttus/Conga CPQ - Project 2)
“What sets Codiot apart is their ability to combine technical excellence with beautiful UI design. They built our entire CPQ solution using LWC components with custom APEX controllers, creating a user experience that our sales team loves. The integration with non-Salesforce products through CPQ APIs and the user segment-based renewal module have been game-changers for managing our dynamic sales operations.”
- Kelly
SaaS Company (Apttus/Conga CPQ - Project 3)
“Migrating from a legacy CLM system to Salesforce was daunting, especially with years of complex contract data. Codiot not only created a solution for our future needs but also successfully migrated our historical data. Their implementation of KIRA for paper-based contracts, X-Author for negotiations, and seamless DocuSign integration supporting 10+ contract types has modernized our entire contract lifecycle management.”
- Riyaz
CLM Implementation
“Codiot built our entire ecommerce platform from the ground up, understanding that bralettes are more than just innerwear. They set up our complete ordering cycle, integrated payment and logistics seamlessly, and used Salesforce for efficient order management and fulfillment. Their B2C website design perfectly captures our brand essence, and the technology backbone they created supports our growth ambitions.”
- Ivy
Online Shop (Bralettes)
“We experienced 2x revenue growth in just one year thanks to Codiot’s technology solutions. Their user experience engineering made shopping on our B2C website intuitive and enjoyable. The complete ordering cycle setup, payment and logistics integration, and Magento technology hosted on AWS with CDN implementation provided us with an enterprise-grade platform that could handle our growth. They’re more than vendors—they’re growth partners.”
- Piotr Bargel
eCommerce Solution (Travel Accessories)
“Codiot revolutionized how fine dining restaurants can operate with their electronic menu and ordering system. The solution they built featuring multi-menu support, combo offers, multi-lingual capabilities, and happy hour functionality reduces staff workload while enhancing customer experience. The Java backend on AWS and Angular frontend they implemented is both powerful and user-friendly. They truly understand hospitality technology.”
- Aisha Husain
Fine Dine Ordering Solution
We are Clorox - American global manufacturer and marketer of consumer and professional products. I hired CMARIX in 2015 to assist our in house team in our first migration to Magento 1. After that we migrated all sites to Magento 1, and we launched a B2B portal. Since then we have migrated all sites to Magento 2 and CMARIX . I hired CMARIX in 2015 to assist our in house team in our first migration to Magento 1.
We are Clorox - American global manufacturer and marketer of consumer and professional products. I hired CMARIX in 2015 to assist our in house team in our first migration to Magento 1. After that we migrated all sites to Magento 1, and we launched a B2B portal. Since then we have migrated all sites to Magento 2 and CMARIX . I hired CMARIX in 2015 to assist our in house team in our first migration to Magento 1.
We are Clorox - American global manufacturer and marketer of consumer and professional products. I hired CMARIX in 2015 to assist our in house team in our first migration to Magento 1. After that we migrated all sites to Magento 1, and we launched a B2B portal. Since then we have migrated all sites to Magento 2 and CMARIX . I hired CMARIX in 2015 to assist our in house team in our first migration to Magento 1.
We are Clorox - American global manufacturer and marketer of consumer and professional products. I hired CMARIX in 2015 to assist our in house team in our first migration to Magento 1. After that we migrated all sites to Magento 1, and we launched a B2B portal. Since then we have migrated all sites to Magento 2 and CMARIX . I hired CMARIX in 2015 to assist our in house team in our first migration to Magento 1.
Terri Villafana
Digital Development Manager - Nutranext, LLC
We are Clorox - American global manufacturer and marketer of consumer and professional products. I hired CMARIX in 2015 to assist our in house team in our first migration to Magento 1. After that we migrated all sites to Magento 1, and we launched a B2B portal. Since then we have migrated all sites to Magento 2 and CMARIX . I hired CMARIX in 2015 to assist our in house team in our first migration to Magento 1.
Terri Villafana
Digital Development Manager - Nutranext, LLC
We are Clorox - American global manufacturer and marketer of consumer and professional products. I hired CMARIX in 2015 to assist our in house team in our first migration to Magento 1. After that we migrated all sites to Magento 1, and we launched a B2B portal. Since then we have migrated all sites to Magento 2 and CMARIX . I hired CMARIX in 2015 to assist our in house team in our first migration to Magento 1.
Terri Villafana
Digital Development Manager - Nutranext, LLC
Blogs & Resources
Explore insights and best practices
FAQ
Got Questions?
We’ve Got Answers.
ML improves forecasting, automates workflows, enhances customer experiences, detects anomalies, and powers intelligent decision-making.
Yes — from data preparation to model training, deployment, integration, and continuous optimization.
Typically 4–12 weeks depending on complexity, data volume, and required accuracy.
Absolutely. We integrate models into CRMs, ERPs, apps, dashboards, cloud systems, and internal tools.
Yes, we offer continuous monitoring, retraining, and optimization to ensure long-term accuracy and performance.
