Pavan Chandra

Hi, I'm

Pavan Chandra

Full Stack Machine Learning Engineer & Data Scientist | Expert in Full Stack Development, MLOps, Real-time Analytics, and AI-driven Solutions

Full Stack Machine Learning Engineer
Resume

Experience

Full Stack Data Scientist

JerseySTEM March 2024 - February 2025

React FastAPI PostgreSQL XGBoost TensorFlow
  • Engineered a real-time analytics platform using React, FastAPI, and PostgreSQL, enabling personalized engagement tracking and increasing program reach by 40%
  • Automated data collection and reporting pipelines, cutting manual workload by 60% and enabling faster, more informed decision-making for STEM initiatives
  • Developed predictive donor analytics models using XGBoost and TensorFlow, improving sponsorship targeting and increasing funding by 25%
  • Enhanced user engagement insights, driving a 15% boost in program completion rates for underserved communities

Full Stack Machine Learning Engineer

Reno Plas May 2020 - May 2022

Python FastAPI Node.js TensorFlow MLflow
  • Implemented AI-driven churn prediction models with Kubernetes and MLflow, leveraging ML techniques for personalization, reducing customer churn by 18%
  • Built a real-time fraud detection for system for a fintech client using Python, FastAPI, and PostgreSQL, reducing financial losses by 27% while processing 10M+ daily transactions
  • Optimized dynamic pricing strategies for a SaaS client with Node.js, Redis, and GraphQL, increasing average order value by 15%, driving higher revenue per user across 2M+ customers
  • Built a scalable MoE-based (Mixture of Experts) recommendation engine with TensorFlow and MongoDB, improving customer engagement by 40% and driving 22% more repeat purchases

Skills

Python
C++
Java
TypeScript
React
Next.js
Tailwind
Node.js
Express
FastAPI
Flask
PostgreSQL
MongoDB
Redis
TensorFlow
PyTorch
AWS
Azure
Docker
Kubernetes
Git
Jenkins
Grafana

Education

Master's Degree

Master of Science in Computational Science (Data Science)

University at Buffalo | 2020 - 2022

GPA 4.0/4.0
Focus Data & Machine Learning

Key Courses

  • Advanced Machine Learning
  • Deep Learning
  • Natural Language Processing
  • Computer Vision
Bachelor's Degree

Bachelor of Technology in Engineering Science

IIT Hyderabad | 2018 - 2022

GPA 3.0/4.0
Focus Mathematics for AI

Key Courses

  • Data Structures & Algorithms
  • Database Systems
  • Operating Systems
  • Computer Networks

Projects

Project 1

AI-Powered Image Recognition

A deep learning model that can identify and classify objects in images with 95% accuracy using state-of-the-art CNN architectures.

Python TensorFlow OpenCV
View Project
Project 2

Natural Language Processing Bot

An intelligent chatbot that understands and responds to user queries using advanced NLP techniques and transformer models.

Python BERT FastAPI
View Project
Project 3

Real-time Data Analytics

A scalable platform for processing and analyzing streaming data in real-time using distributed computing.

Spark Kafka AWS
View Project
Project 4

Predictive Analytics Dashboard

Interactive dashboard for visualizing and predicting business metrics using machine learning models.

React Python D3.js
View Project
Project 5

Recommendation Engine

Advanced recommendation system using collaborative filtering and deep learning for personalized content suggestions.

Python PyTorch MongoDB
View Project
Project 6

Automated Trading System

ML-powered trading system that analyzes market trends and executes trades automatically based on predictive models.

Python Scikit-learn Redis
View Project
Project 7

Computer Vision Pipeline

End-to-end computer vision pipeline for real-time object detection and tracking in video streams.

Python YOLO OpenCV
View Project
Project 8

MLOps Automation

Automated ML pipeline for model training, testing, and deployment with continuous integration and monitoring.

Docker Kubernetes MLflow
View Project

Contact

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