Dheeraj Rahul Reddy Piduru

About Me

Hey! I'm Dheeraj Rahul Reddy Piduru — an AI/ML Engineer with 4 years of experience building production-grade machine learning and GenAI systems at Adobe and Accenture.

I specialize in end-to-end ML pipelines, LLM-powered applications, and RAG architectures — systems that handle millions of records and serve real users at scale. When I'm not shipping AI, I'm probably playing Valorant or watching VCT.

Core Competencies

Python & SQL
Machine Learning
LLMs & Generative AI
MLOps & Cloud
Deep Learning & NLP
Data Engineering

Technical Skills

Machine Learning

XGBoost
LightGBM
Scikit-learn
Ensemble Methods
Hyperparameter Tuning
SHAP

Deep Learning & NLP

PyTorch
TensorFlow
BERT
CNN
RNN
Transformers
NER
spaCy
Sentiment Analysis

Generative AI & LLMs

LangChain
LlamaIndex
OpenAI API
Azure OpenAI
RAG
Prompt Engineering
HuggingFace
LoRA
QLoRA
PEFT

Vector Databases

FAISS
Pinecone
Weaviate
ChromaDB
Semantic Search
Embeddings

MLOps

MLflow
CI/CD
GitHub Actions
A/B Testing
Model Monitoring
Experiment Tracking
Retraining Pipelines

Cloud Platforms

AWS SageMaker
AWS S3
Azure ML
GCP Vertex AI
EC2
Lambda

Infrastructure

Docker
Kubernetes
FastAPI
Redis
Microservices
Async Processing

Languages & APIs

Python
SQL
PySpark
REST APIs
Feature Engineering

Data Engineering

Apache Spark
Databricks
Airflow
Snowflake
BigQuery
ETL Pipelines

Education

Master of Science in Business Analytics & Artificial Intelligence

The University of Texas at Dallas

Richardson, TX · Dec 2025

Bachelor of Technology in Computer Science & Engineering

Mahindra University

Hyderabad, India · Jun 2023