Freelance AI and ML developer, available worldwide
Hire AI and ML developers who ship production systems, not demos
Shreyans Padmani is a freelance AI and ML developer with a 100% Upwork job success score, a Microsoft AI certification, and 12 published case studies covering real business outcomes. If you need a production-ready AI system built by the person who will actually build it, this is the right place.
Available now, projects start within 48 hours, based in India, working with clients worldwide
Proof, not promises
12 published case studies: real problems, real outcomes
Most AI portfolios show architecture diagrams. These show what actually shipped and what it changed for the business.
Recruiting · NLP
AI resume screening for recruiters
Manual resume review was taking hours per hiring round and missing qualified candidates. An NLP-based parsing and scoring system reduced hiring review time by 70%, built using custom entity extraction and a scoring model trained on the client's own criteria, not a generic matching engine.
Read case study →
Enablement · GenAI
AI video summarisation for businesses
Long meeting and training video review consumed over 40 hours per month across the team. An AI pipeline combining speech-to-text transcription and abstractive summarisation cut review time from 45 minutes per video to under 5, fully deployed on client infrastructure.
Read case study →
Customer experience · NLP
NLP customer feedback classification
Open-text survey analysis was slow, inconsistent, and bottlenecked on analyst availability. NLP-powered automatic classification delivered real-time categorisation across 12 sentiment dimensions with no human in the loop required for standard inputs.
Read case study →Why work with me
Production-ready AI, built for scale, security, and performance
As an AI engineer specialising in generative AI, machine learning, LLM integration, and predictive analytics, I build secure, scalable, high-performance AI systems designed for real-world business impact, not experimental demos.
Built for real business use
A clear, honest evaluation of your business needs and data, focused on AI solutions that are realistic, scalable, and built to create real impact.
Custom AI and ML solutions
Every solution is built around your business needs. Whether it is generative AI, LLM integration, or machine learning models, the goal is to solve real problems.
Future-ready AI infrastructure
Robust, secure, scalable AI systems designed and deployed to adapt, perform, and grow seamlessly alongside your business.
End-to-end AI development
From planning to deployment, I manage the full process to make sure everything works properly and keeps improving over time.
How it gets built
End-to-end AI development process
A structured, production-ready approach to designing, building, deploying, and scaling AI solutions for real-world business impact.
PHASE 01Requirement gathering
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PHASE 02Planning and analysis
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PHASE 03Model design
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PHASE 04Model deployment and validation
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PHASE 05Integration and testing
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PHASE 06Deployment and monitoring
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What I build
AI and ML development services
Custom AI and machine learning solutions designed to solve real business problems and support long-term growth. Expertise in AI agents, machine learning, generative AI, NLP, computer vision, and custom model training helps businesses automate tasks, improve efficiency, and make smarter decisions.
Generative AI development
Build intelligent systems powered by GPT-4, Claude, Gemini, DALL-E, and open-source LLMs. Custom chatbots, RAG pipelines, LLM fine-tuning, and multi-agent orchestration, each validated against your specific data before deployment.
Explore generative AI → MLMachine learning and predictive analytics
Transform raw data into revenue-generating predictions using Python, TensorFlow, PyTorch, and scikit-learn. From churn prediction to demand forecasting, every model is validated on your actual data, real-world accuracy, not generic benchmark scores.
Explore machine learning → NLNatural language processing
Automate document processing, feedback classification, and text intelligence using BERT, spaCy, and transformer-based models. NLP solutions typically reduce manual analysis time by 60 to 80% for most business use cases.
Explore NLP → CVComputer vision development
Deploy visual AI for medical imaging analysis, quality control, and retail automation. Models are built and validated on your specific image domain, not generic pre-trained weights applied without adaptation. Cloud or edge inference.
Explore computer vision → AGAI agent development
Design and deploy autonomous AI agents that plan, reason, and take action using LangChain, AutoGen, and CrewAI. Agents handle multi-step workflows including research, data retrieval, decision-making, and API calls with minimal human intervention.
Explore AI agents → MTCustom AI model training
Fine-tune and train custom AI models on your proprietary data for banking, healthcare, ecommerce, and manufacturing. Data pipeline setup, model evaluation, versioning, and production deployment, from scratch or on your existing cloud.
Explore model training →Blog
Latest AI insights
Generative AIAI predictions 2026: from general AI models to vertical LLMs and autonomous agents
Highlights the move from general AI to vertical LLMs and autonomous agents that drive smarter automation and faster, industry-focused decision-making.
Data scienceHow ML consulting transforms data into smarter business decisions
How ML consulting helps businesses turn raw data into actionable insights using machine learning, improving decision-making and driving smarter strategy.
Machine learningHow AI can automate insurance document processing
How AI automates insurance document processing by extracting data, reducing manual work, and improving accuracy, with key use cases and future trends.
Industries we serve
AI solutions across industries
Domain expertise across diverse sectors, built to solve real business problems, not adapted from a generic template.
Healthcare
Diagnostics and patient careFinance and banking
Fraud detection and riskEcommerce
Recommendations and searchManufacturing
Predictive maintenanceEducation
Adaptive learning systemsLogistics
Route and fleet optimisationReal estate
Property valuation and searchRetail
Inventory and demand forecastingLet's talk
Let's create something intelligent together
Custom AI development, generative AI solutions, and scalable ML systems built for real business impact. Discuss business challenges, data opportunities, and automation goals to identify the right AI strategy, from generative AI and LLM integration to predictive analytics and production-ready machine learning deployment.
Client testimonials
Trusted by founders and businesses
Real feedback from clients who hired an AI and ML developer for automation and custom ML solutions.
"Working with Shreyans was a smooth experience. He understood our requirements well and built a Credit Report Automation solution that saved us a lot of manual work and made our process much faster."
"Shreyans quickly understood our process and delivered an automation solution that made audit form filling much easier for our team. It reduced manual work and improved overall efficiency."
"Shreyans delivered an AI chatbot that handled our most common customer queries automatically. Response times dropped significantly and the solution was well-documented and straightforward to maintain."
"The NLP pipeline Shreyans built cut our data processing time by 70%. Outstanding technical depth and great communication throughout."
"The computer vision solution Shreyans built reduced defect detection time by 80% on our manufacturing line. Exceptional work."
"The generative AI system Shreyans built saved us 30 hours per week in content creation. Highly recommend for any AI project."
Engagement models
Hire an AI and ML developer: three engagement options
Whether you need a freelance AI and ML developer for a defined project, a monthly retainer, or a one-off consulting call, the engagement model fits your requirements.
Hourly
Best for audits, consulting, and targeted bug fixesFlexible on-demand access. Ideal for scoping calls, technical reviews, or short-term problem solving.
Monthly contract
Best for ongoing development, model training, and iterationDedicated bandwidth each month. Consistent development velocity with no re-onboarding overhead between cycles.
Fixed price
Best for defined projects with clear deliverablesEnd-to-end delivery against agreed milestones. Scope, timeline, and success criteria agreed before work begins.
About
Hi, I'm Shreyans Padmani
I build intelligent AI and ML solutions that help businesses solve real problems and make smarter decisions: machine learning models, deep learning, NLP and computer vision, data analysis and insights, and AI-powered automation. Let's build intelligent solutions that drive real impact for your business.
FAQ
Frequently asked questions about hiring AI and ML freelance developers
Direct, self-contained answers to the most common questions about hiring a freelance AI and ML developer.
