As a Top Rated Plus AI Software Engineer (Top 3% on Upwork) with a 100% Job Success Score and 9+ years of experience, I specialize in taking complex machine learning challenges from raw concept to scalable deployment. Whether you need an intelligent computer vision pipeline, a custom LLM agent, or low-latency AI running on edge robotics, I deliver robust architecture that works in the real world.
From automating industrial quality control to enabling autonomous navigation, I partner with clients to build high-performance solutions that are accurate, measurable, and highly optimized.
Here is how I can help bring your project to life:
๐๏ธ Computer Vision & Deep Learning
I design, train, and deploy state-of-the-art vision models for healthcare, manufacturing, semiconductor, and smart building industries.
Focus: Object Detection, Semantic & Instance Segmentation, Anomaly Detection, Real-time Video Analytics, 3D Sensor Fusion.
Tech Stack: PyTorch, TensorFlow, OpenCV, YOLO, Keras, Scikit-learn.
๐ง Generative AI & LLMs
I build intelligent applications that leverage the latest in natural language processing to automate tasks, chat with your data, and streamline workflows.
Focus: Custom Chatbots, Data Processing, RAG (Retrieval-Augmented Generation), Prompt Engineering.
Tech Stack: GPT-4, Llama 3, OpenAI API, LangChain.
โ๏ธ Robotics, Edge AI & Embedded Systems
I specialize in squeezing maximum performance and low latency out of embedded hardware for robotic platforms and autonomous systems.
Focus: Edge AI optimization, Autonomous Navigation, Hardware/Software Integration.
Hardware & Tools: NVIDIA Jetson (TensorRT), Intel RealSense, Raspberry Pi, Arduino, C++, Pepper Robot.
๐ Full-Stack AI Architecture & MLOps
An AI model is only as good as the software built around it. I develop the complete, scalable infrastructure required to support your models and serve them to your end users.
Tech Stack: Python, C++, C# (WPF), FastAPI, React, SQL, MongoDB, AWS, Docker.
My Promise to You:
I pride myself on writing clean, maintainable code, over-communicating throughout the project lifecycle, and delivering systems that just work.
If you are looking for a reliable, expert-level AI engineer to tackle your toughest technical challenges, letโs connect. Send me a message and we can discuss your project requirements!
Computer Vision
Artificial Intelligence
C++
Deep Learning
Image Processing
OpenCV
Python
Machine Learning
Anomaly Detection
Amazon SageMaker
Recommender Systems Development
OCR Algorithm
Tesseract
C#
Desktop Application
Shanikumar S.
Singapore, Singapore
$18/hr
4.8
53 jobs
I build ๐๐-๐ฉ๐จ๐ฐ๐๐ซ๐๐ ๐๐๐๐ ๐ฉ๐ฅ๐๐ญ๐๐จ๐ซ๐ฆ๐ฌ and ๐๐๐ ๐๐ฉ๐ฉ๐ฅ๐ข๐๐๐ญ๐ข๐จ๐ง๐ฌ that ship to production โ ๐๐ฌ๐ฒ๐ง๐ ๐๐๐ pipelines, ๐๐ฎ๐ญ๐จ๐ง๐จ๐ฆ๐จ๐ฎ๐ฌ ๐๐ ๐๐ง๐ญ๐ฌ, and ๐๐ฎ๐ฌ๐ญ๐จ๐ฆ ๐๐จ๐๐๐ฅ integration. ๐๐+ ๐ฒ๐๐๐ซ๐ฌ full-stack development trusted by Fortune 500s, Growing business, and Startups.
I provide strategic and technical consulting for businesses, startups, and enterprises looking to leverage AI/ML, Generative AI, Agentic AI, Full Stack Development, Cloud Architecture, and Product Engineering.
๐ ๐ฃ๐ฟ๐ผ๐๐ฒ๐ป ๐ง๐ฟ๐ฎ๐ฐ๐ธ ๐ฅ๐ฒ๐ฐ๐ผ๐ฟ๐ฑ
โ 100% Job Success Score
โ Consistent 5โ Client Feedback
โ Full stack development with AI Integration
โ Experts for Agent Observability, AI Search Optimisation and AI Automation
โ Cross Platform AI Mobile Apps & Web Development
๐ก What I Do Best
โ Agentic AI | GenAI | LLM Routing | Orchestrate Multiple LLMs
โ Local LLM Fine-Tuning with Llama, Mistral, Qwen, Ollama, LM Studio
โ Agent Observability with Grafana , DataDog , Dynatrace
โ LLM performance monitoring, Latency reduction, & Cost Optimisation
โ Generative AI & LLM Application Architecture & Multi-Agent System Design
โ MCP (Model Context Protocol) Architecture & Implementation
โ Conversational AI with Wishper API, OpenAI, Langchain, LangGraph, CrewAI
โ AI RAG Pipeline, AWS Vector Database, Voice AI solutions
โ AI Workflow Automation with n8n, Make, Relevance AI & OpenClaw
โ Prompt Engineering, MLOps, Datascience & Scalable Agentic AI Deployment
What I deliver:
๐น ๐๐/๐๐ ๐ญ๐ก๐๐ญ ๐ฌ๐ก๐ข๐ฉ๐ฌ โ LLM integrations, RAG, autonomous agents, OpenAI/Claude APIs, fine-tuning, NLP, computer vision
๐น ๐๐ ๐๐๐๐ซ๐๐ก ๐๐ฉ๐ญ๐ข๐ฆ๐ข๐ฌ๐๐ญ๐ข๐จ๐ง ( ๐๐ ๐๐๐ ) โ AEO , GEO , LLMO , AISEO , EEAT
๐น ๐๐๐ญ๐ & ๐ข๐ง๐๐ซ๐๐ฌ๐ญ๐ซ๐ฎ๐๐ญ๐ฎ๐ซ๐ โ Postgres, vector DBs (Pinecone, Chroma, Supabase), Docker, Kubernetes, AWS DevOps
๐น ๐๐ฎ๐ญ๐จ๐ฆ๐๐ญ๐ข๐จ๐ง โ Workflow and CRM intelligence with n8n, Make, and custom pipelines
๐น ๐ ๐ฎ๐ฅ๐ฅ-๐ฌ๐ญ๐๐๐ค ๐ฐ๐๐ & ๐๐๐๐ฌ โ MERN , PERN , MEAN , Full Stack , Etc.
๐น ๐๐ฟ๐ผ๐๐-๐ฃ๐น๐ฎ๐๐ณ๐ผ๐ฟ๐บ โ Experiences including Flutter ( Website & Mobile Application ) and Progressive Web Apps. Experience to Run Local LLM in Mobile App.
I've taken several SaaS products from prototype to production, and my Upwork clients keep coming back because I focus on working software, clear communication, and hitting deadlines.
Whether you need an AI feature added to an existing product or a full app built end-to-end โ design, build, deploy โ I can own it. Send me a message about what you're building and I'll tell you exactly how I'd approach it.
Top Skills & Expertise
๐ค ๐๐, ๐๐ ๐๐ง๐ญ๐ข๐ ๐๐ & ๐๐๐ ๐๐๐ฏ๐๐ฅ๐จ๐ฉ๐ฆ๐๐ง๐ญ
โข AI Agents & Multi-Agent Systems
โข MCP (Model Context Protocol)
โข OpenAI, Claude, Gemini, DeepSeek, Qwen, Llama
โข LangChain, LangGraph, CrewAI, AutoGen
โข RAG Pipelines & Knowledge Bases
โข Vector Databases (Pinecone, ChromaDB, Weaviate, S3 Vectors)
โข Prompt Engineering & Fine-Tuning
โข AI Workflow Automation
โข AI Chatbots & Virtual Assistants
โข Local LLM Deployment (Ollama, LM Studio)
โข Generative AI Applications
โข AI SaaS Platforms
๐ ๐๐ฒ๐ญ๐ก๐จ๐ง & ๐๐๐๐ค๐๐ง๐ ๐๐๐ฏ๐๐ฅ๐จ๐ฉ๐ฆ๐๐ง๐ญ
โข Python Development
โข Django REST Framework (DRF)
โข Odoo ERP Development
โข REST APIs
โข GraphQL APIs
โข Microservices Architecture
โข Celery & Redis
โข PostgreSQL
โข MongoDB
โข MySQL
โข Supabase
โข Docker
โข Kubernetes
โ๏ธ ๐ ๐ซ๐จ๐ง๐ญ๐๐ง๐ & ๐ ๐ฎ๐ฅ๐ฅ ๐๐ญ๐๐๐ค ๐๐๐ฏ๐๐ฅ๐จ๐ฉ๐ฆ๐๐ง๐ญ
โข React.js
โข Next.js
โข Angular
โข NestJS
โข Node.js
โข TypeScript
โข JavaScript
โข Redux
โข Zustand
โข Tailwind CSS
โข Material UI
โข Responsive Web Applications
โข SaaS Development
โข MERN Stack Development
โ๏ธ ๐๐ฅ๐จ๐ฎ๐, ๐๐๐ฏ๐๐ฉ๐ฌ & ๐๐ฎ๐ญ๐จ๐ฆ๐๐ญ๐ข๐จ๐ง ๐๐จ๐ซ๐ค๐๐ฅ๐จ๐ฐ
โข AWS
โข Azure AI Foundry
โข CI/CD
โข Docker
โข Kubernetes
โข Terraform
โข DevOps
โข Power BI
โข Salesforce
โข HubSpot
โข ClickUp
โข n8n
โข Make
โข Relevance AI
๐ ๏ธ ๐ง๐ผ๐ผ๐น๐
โข GitHub
โข GitLab
โข Bitbucket
โข Jira
โข Trello
โข Asana
๐ ๐๐๐๐๐๐๐: AI Developer, AI Engineer, AI SaaS Developer, Generative AI Developer, AI Agent Developer, Gen AI, ChatGPT Developer, Claude AI Developer, MCP Developer, Cursor AI Developer, LangChain Developer, LLM Apps Developer, AI Automation Expert, AI Workflow Automation, Custom AI Platforms, AI Integrations, Python AI Developer, Node.js AI Developer, Next.js AI Developer, React AI Developer, AI Chatbot Developer, AI MVP Development, SaaS Developer, Full Stack AI Developer, AI in FinTech, AI in Healthcare, AI Consultant, Pinecone Developer, AI Prototyping Expert, n8n Automation Developer, OpenAI API Developer, Claude API Integrations, FastAPI AI Developer, Django AI Developer, AI Product Developer, Python Developer, Full Stack Developer
# Agentic AI
# MCP Server Development
# Claude Code
# AI Coding Agent
# AI Automation
# LangGraph
# CrewAI
# AutoGen
# LlamaIndex
# Vercel AI SDK
# AI Voice Agent
# AI Customer Support Agent
# AI Sales Agent
# AI Workflow Orchestration
# Vector Search
# Knowledge Graph
# Multi-Agent Systems
Python
React
Node.js
Full-Stack Development
AI Development
AI App Development
AI Agent Development
Django
FastAPI
AI Model Integration
AI Chatbot
AI Consulting
AI Implementation
Claude
MERN Stack
MEAN Stack
CRM Automation
LLM Prompt Engineering
ML Automation
Vector Database
Jan Paul S.
Singapore, Singapore
$75/hr
5.0
2 jobs
I am a Python developer and AI engineer with 10+ years of experience building custom, production-quality software solutions in fast-paced startup environments.
I have built software that addresses all stages of the AI lifecycle, including data acquisition and preprocessing, modelling, and visualization, both for conventional tasks (e.g. classification, object detection, or regression) as well as generative tasks.
I have cross-industry experience, having worked on projects in the biomedical, finance, and human resources sectors. I frequently work in diverse teams, where I accelerate the problem solving process by breaking down complex, technical concepts into clear narratives. I am an expert communicator, capable of turning your business needs into specific deliverables.
My projects are always well-documented and easy to maintain, as a look at my personal portfolio will show.
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