About me

Namaste! I'm Aman Patel, an AI Software Engineer with expertise in machine learning, full-stack development, and software engineering. I specialize in developing AI-powered solutions, from fine-tuning language models to implementing computer vision systems. Currently working at KareAI in Bangalore, I combine my technical skills with innovative approaches to solve complex problems in AI and software development.

Technical Skills

  • AI/ML icon

    AI/ML:

    RAG, OpenAI API, Azure OpenAI, Ollama, LangChain, TensorFlow, PyTorch, Keras, Scikit-learn, OpenCV, PIL, YOLOv8, Ultralytics, Deep Learning (CNNs, RNNs, DNNs, Transformers, LSTM), LLM, Model Optimization (LoRA, QLoRA, PEFT)

  • Languages icon

    Languages & Frameworks:

    Python, Javascript, HTML5, CSS3, SQL, PHP, Java, Django, FastAPI, Flask, React JS, Node JS, Express JS

  • Database icon

    Databases & Tools:

    MySQL, PostgreSQL, Amazon RDS, MongoDB, Vector Databases (Chroma DB), Redis, VS Code, PyCharm, Anaconda, GitHub Actions

  • Other icon

    Other Technologies:

    AWS, Azure, Google Cloud, CI/CD, Docker, Linux/Shell Scripting, IoT (Raspberry Pi, Bluetooth/WiFi Server), NVIDIA Jetson, TensorFlow Lite, RESTful APIs, WebSocket, Data Structures and Algorithms

Resume

Education

  1. Indian Institute of Science Education & Research Bhopal (IISER Bhopal)

    Aug 2017 - Feb 2021

    BS in Chemical Engineering
    IIT JEE (Advanced) - 2017 Qualified with All India Rank - 5055

Experience

  1. KareAI Inc - AI Software Engineer

    March 2022 - Present

    • Fine-tuned llama 2 model using hugging face transformer library with Bitsandbytes and Qlora technique
    • Developed AI-powered safety monitoring system for Tata Power using drones and CCTV cameras
    • Trained custom YOLOv8 model for safety detection
    • Built Agentic AI using OpenAI models and RAG system with Chroma DB
    • Developed AI-powered safety monitoring helmet camera using Raspberry Pi
    • Led development of Cosmo chatbot and KareAI Dashboard

  2. Blackcoffer Pvt. Ltd - Software Engineer

    March 2021 - February 2022

    • Developed full-stack project integrating social media APIs
    • Implemented backend using FastAPI, MongoDB with JWT authentication
    • Managed deployment on GCP with Nginx web server

Portfolio

COSMO Chatbot

• Fine-tuned LLaMA 2 model with Bitsandbytes and QLoRA optimization
• Implemented features like document chat, graph generation, voice chat
• Tech Stack: NextJS, Django, MySQL, Chroma DB, AWS

AI Call Agent

Created custom AI phone call agents using OpenAI's real-time API with Twilio integration for automated appointment booking

KareAI Dashboard

• AI Writing Assistant and Content Creator as SaaS
• Supports multiple AI models including OpenAI, Gemini, Anthropic
• Tech Stack: PHP, MySQL, Python, AWS

Contact

Contact Form