I am a data scientist and software engineer specializing in AI, with expertise in building scalable systems and advanced machine learning solutions. Passionate about combining cutting-edge research with practical applications, I focus on data science, software engineering, and finance domains. I thrive on solving complex problems with innovative, efficient, and impact-driven approaches.
|
|
|
Georgia Institute of Technology Master of Science - MS, Computer Science Aug 2022 - May 2025 |
Relevant Coursework:
|
 Expertise• Deep Learning & Transformers• Computer Vision & OCR • Natural Language Processing • Reinforcement Learning • AutoML & Neural Architecture Search • Generative AI & GANs • Model Interpretability (XAI) |
 Expertise• Data Pipeline Architecture• Stream Processing (Kafka, Spark) • Data Warehousing • ETL/ELT Workflows • Data Quality & Validation • Big Data Processing • Data Governance & Security |
 Expertise• CI/CD for ML Models• Model Monitoring & Observability • Cloud Infrastructure (AWS, GCP) • Containerization & Orchestration • Model Serving & Scaling • Feature Stores • Model Registry & Versioning |
- 🔹 Reinforcement Learning for Stock Trading: Developed deep reinforcement learning agents (DDPG, PPO) to optimize trading strategies using historical market data. Focused on maximizing Sharpe ratio and risk-adjusted returns.
- 🔹 Attention-Enhanced Image Captioning: Led the design of a dual-attention architecture combining ResNet50V2 and LSTM for image captioning.
- 🔹 Scalable Distributed Key-Value Store: Built a distributed key-value store using Go and gRPC, implementing consistent hashing, Raft-based consensus, and replication. Engineered for fault tolerance, strong consistency, and horizontal scalability.
|
Developing advanced ML models for cryptocurrency price prediction using deep learning and sentiment analysis.
|
Implementing TensorFlow.js models for browser-based inference and real-time predictions.
|
Building scalable ML pipelines with FastAPI, Docker, and Kubernetes for production deployment.
|
|
|
|
🎉 Fun Facts
• 💡 I contribute to open-source ML projects
• 🎮 I use game theory in ML model optimization
• 🌱 I'm currently exploring quantum computing
• 🎯 2024 Goal: Deploy 5 production ML models
• 🚀 Building scalable ML systems with FastAPI & K8s