AI/ML Developer

About this Gig

Title: Custom AI Agents, Business Automation & Machine Learning Solutions Overview Are you tired of AI solutions that are too conversational and unpredictable for real business use? I am a backend software engineer and AI developer specializing in building deterministic, highly reliable AI applications. I don't just write prompts; I architect end-to-end AI pipelines and scalable microservices that integrate seamlessly into your existing business infrastructure. Whether you need an autonomous AI agent to eliminate manual data entry, a custom Deep Learning model, or a full-stack AI application, I build systems that deliver 100% reliable, production-ready results. Core Services Offered: AI Agents & Business Automation: I build autonomous workflows that save hundreds of hours of manual labor. Example: I engineered a medical data pipeline that ingests highly unstructured text and autonomously extracts specific demographics and standardizes billing codes into strict, database-ready JSON. AI Integrations & Custom Applications: Seamlessly integrate LLMs (OpenAI, Mistral, Llama) into your existing web applications. I utilize strict Function Calling and structured schemas to ensure the AI acts as a reliable data processor, not just a chatbot. Natural Language Processing (NLP) & RAG: Unlock insights from your raw data. I build scalable NLP pipelines utilizing Hugging Face Transformers and vector databases (like ChromaDB) for semantic search, custom sentiment analysis, and intelligent document retrieval. Machine Learning & Deep Learning: End-to-end development of custom neural networks. From data preprocessing and augmentation to training Convolutional Neural Networks (CNNs). Example: I independently architected and trained a multi-modal PyTorch Optical Character Recognition (OCR) model from scratch. My Tech Stack: AI/ML: Python, PyTorch, OpenAI API (gpt-4o-mini), Hugging Face, Pandas, ChromaDB. Backend & Infrastructure: Node.js, Express, RESTful APIs, Docker, Kubernetes, Git. Databases: MongoDB, MySQL, Complex schema design (EERDs). Why Work With Me? I approach AI from a rigorous backend engineering perspective. With hands-on DevOps experience deploying containerized applications, I ensure that the AI solutions I build are scalable, secure, and easily integrated into your current tech stack. I eliminate AI hallucinations through strict architectural constraints, delivering tools you can trust in production. Let’s Build: Send me a message with your business bottleneck or application idea, and let's discuss the technical architecture required to automate it.

Requirements

To ensure I build a robust, production-ready solution tailored specifically to your business, please provide the following details: Core Problem & Objective: A clear description of the specific business bottleneck you want to solve or the exact workflow you want to automate. Sample Data & Assets: Any relevant datasets I will be working with. This could include CSV/Excel files, sample PDF documents, unstructured text logs, or image datasets (for computer vision tasks). Current Tech Stack & Infrastructure: Details on where this solution will live. Are we integrating with an existing Node.js backend, a specific database (MongoDB/SQL), or deploying via Docker/Kubernetes? Expected Output Format: How do you want the final data or application delivered? (e.g., A secure RESTful API endpoint, strict JSON payloads, a custom web dashboard, or a Python script). Access & Credentials (If Applicable): Temporary access to any necessary APIs, GitHub repositories, or cloud environments required for development and testing.

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