AI & ML Research Work

Exploring the frontiers of AI and Machine Learning with a focus on Reinforcement Learning applications, Neural Networks, and innovative solutions for real-world problems.

Research Gate Work

Research Gate

Research Publications & Contributions

My research work spans various domains in AI and ML, with a special focus on Reinforcement Learning applications, transformer models, and multi-modal AI systems. I've contributed to papers on language models optimization, patent processing with AI, and ethical considerations in AI deployment.

View Research Gate Profile

Medium Publications

RL for Pricing

Using Reinforcement Learning for Pricing Strategy

Explore how reinforcement learning algorithms can be applied to determine optimal pricing strategies for customers in real-time, maximizing both customer satisfaction and business revenue.

Read on Medium
RL Reshaping AI

Reinforcement Learning: Reshaping AI

A deep dive into how reinforcement learning is transforming artificial intelligence, creating systems that can learn, adapt, and make decisions in complex environments.

Read on Medium
DeepSeek vs OpenAI

DeepSeek's Victory Over OpenAI Using RL

An analysis of how DeepSeek, a Chinese AI startup, utilized innovative reinforcement learning techniques to create models that outperform OpenAI's in certain metrics.

Read on Medium
RL Algorithms

Reinforcement Learning: Algorithms & Applications

A comprehensive overview of key reinforcement learning algorithms and their practical applications across various industries, from robotics to finance.

Read on Medium
Internship at Electroglobal

ML Internship at ElectroGlobal Inc

My 3-month internship experience at ElectroGlobal Inc, a government-funded startup, where I worked on implementing machine learning solutions for IoT projects.

Read on Medium

Video Content

Learning & Open to Discussions

I'm constantly exploring and expanding my knowledge in the following areas. If you're interested in any of these topics, I'm always open to discussions, collaborations, and knowledge exchange.

Reinforcement Learning
Large Language Models
Transformer Architectures
Neural Networks
Computer Vision
PyTorch & TensorFlow
AI Model Deployment
Graph Neural Networks
Cloud AI Services
ML Ops

Contributions Invited

I'm working on several open-source projects and would appreciate contributions, feedback, and collaborations. Let's build amazing AI solutions together!

Multi-PDFs ChatApp AI Agent

Chat seamlessly with Multiple PDFs using Langchain, Google Gemini Pro & FAISS Vector DB with Streamlit deployment.

Image to Speech GenAI Tool

AI tool that generates an audio short story based on the context of an uploaded image by prompting a GenAI LLM model.

End to End RAG LLM App

Step-by-Step Guide to Building a RAG LLM App with LLamA2 and LLaMAindex for effective retrieval-augmented generation.

Resume ATS Tracking LLM Project

Project optimizing the recruitment process by integrating an advanced Applicant Tracking System with Google Gemini Pro.

Text To SQL LLM App

Application that facilitates the conversion of natural language queries into SQL commands and enables querying SQL databases.

Fine Tune LLAMA 2

Tools and techniques for fine-tuning the LLAMA 2 language model with custom datasets using LoRA and QLoRA methods.

Resume