Punjab, India
Available
Profile

Aman Deep Singh

I build AI projects focused on deep learning and reinforcement learning to create systems that actually learn and improve.

About

I work on Deep Learning and Generative AI stuff building smart AI apps, fine-tuning models, and making systems that actually solve problems. I mess with tools like PyTorch, LangChain, and Azure to bring ideas to life.

Also into IoT, connecting AI with real-world devices and data.

Professional Experience

Built and deployed client-facing GenAI and Agentic AI apps using FastAPI, LangGraph, CrewAI, Azure services, MongoDB, and Docker.

Fine-tuned LLMs and developed predictive models for domain-specific use cases and integrated ERP systems such as SAP.

FastAPILangGraphCrewAIAzureMongoDBDockerLLMsSAP

Contributed to client-focused AI projects optimizing image classification and object detection to improve business KPIs.

Computer VisionImage ClassificationObject DetectionAI/ML

Skills

Projects

Domain-Specific Fine-Tuned SLM Document Intelligence using GenAI

Built a GenAI-powered system that answers user queries across multiple databases.

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Agentic AI CRM Assistant with Predictive Analysis

Built an Agentic AI CRM with multi-agent workflows for lead management

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Portfolio Optimization Using Reinforcement Learning

In the dynamic world of finance, optimizing a portfolio to maximize returns while managing risk is a critical challenge.

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Military Drone Detection System

A sophisticated computer vision system designed for military applications to detect and classify drones and birds using the YOLO (You Only Look Once) architecture.

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Contact Me

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision. Feel free to reach out!

© 2025 Aman Deep Singh