Hello World

I am ABU DARDA,
an AI/ML Engineer

About

AI/ML Engineer with hands-on experience in Generative AI, LLMs, prompt engineering, and RAG systems.

I have Developed chatbots with dynamic workflows, contextual awareness, personalization, and multi-turn dialogue handling.

I have also Fine-tuned LoRA/QLoRA models for consistent outputs in generative AI applications.

I am Proficient in Python, PostgreSQL, and cloud AI deployment

Download CV

Experience

Expertise

My key areas of expertise.

While my primary focus is on Machine Learning and Artificial Intelligence, I am also proficient in developing industry-standard backends using Python, FastAPI, or Node.js. I excel at integrating AWS and Azure services into backend systems to build scalable and efficient solutions.

Generative AI & LLMs

RAG Systems, Agentic workflows
Fine-tuning LLMs (LoRA, QLoRA, PEFT)
Prompt Engineering & Optimization

Cloud & Services

Aws, Azure

Software Developemnt

Backend: Python, FastAPI, Node.js

Frontend: React.js, JavaScript

Databases: ostgreSQL, MongoDB, GraphQL, Vector Databases

Tools & Frameworks

TensorFlow, PyTorch, OpenAI, Langchain Google Gemini

Try one of my chatbots in production

Experience

Led development of B2B/B2C projects, managing end-to-end implementation to deliver high-quality results on time.
Managed client interactions to gather requirements, provide updates, and ensure alignment with client expectations.

View My Works

Built and managed multiple B2B and POC projects, overseeing the development process.
Ensured project success by coordinating with stakeholders and delivering high-quality solutions within deadlines.

Assisted course instructors in designing curriculum and conducting engaging, informative classes.
Graded quizzes and lab assignments to evaluate student understanding and provide constructive feedback.
Held consultations with students to clarify concepts and enhance comprehension of course material.

Education

Thesis: "Synthetic Population Simulation Using US Census Data"

An open-source population simulator to provide projections, forecasts, and models of diverse population behaviors under specific stimuli, such as disease outbreaks, natural disasters, and significant congestion.