Open to opportunities

Abhishek G

@abhishekg

Message

I build production AI platforms for financial forecasting, RAG inference, and agricultural intelligence.

India

Message

What I'm looking for

I'm looking to build and deploy reliable AI/ML products, working across data pipelines, deep learning, LLM applications, model evaluation, and production deployment.

I built QuantixAI, an AI-powered financial intelligence platform using a five-model ensemble—LSTM, CNN-LSTM, GRU, XGBoost, and LightGBM—for time-series price prediction. I added outlier-rejection logic, strategy backtesting, and a RAG pipeline using LangChain, ChromaDB, and Groq LLaMA-3 to ground responses in retrieved documents.

I also built Crop Shield AI, combining LSTM-based crop-price forecasting with a TensorFlow/Keras CNN for 38-class plant-disease classification and pesticide recommendations. I designed its Django data pipeline and SQLite schema, and integrated Razorpay payments and real-time chat around the ML product.

I'm comfortable taking machine learning systems from data pipelines and model evaluation through deployment, memory optimization, and reliable model serving on cloud platforms.

Experience

Work history, roles, and key accomplishments

Cyber Security Intern

TORC Infotech Pvt Ltd

Jul 2024 - Aug 2024 (1 month)

Gained hands-on experience in penetration testing, vulnerability assessment, and network security.

Penetration Testing Vulnerability Assessment Network Security

AI/ML Engineer

QuantixAI

Engineered a 5-model ensemble for time-series price prediction with outlier rejection and built a RAG-based inference pipeline. Designed a Singleton model-loading pattern for efficient cloud deployment.

TensorFlow XGBoost LightGBM CNN LSTM ChromaDB GROQ Django Python

AI/ML Engineer

Crop Shield AI

Trained an LSTM for crop price forecasting and a CNN for 38-class plant disease classification. Designed data pipeline and integrated Razorpay payment gateway.

TensorFlow Keras CNN scikit learn Django SQLite Razorpay