Hi, I'm Aryan Patodiya
AIML Developer
Building impactful, scalable AI solutions with expertise in machine learning, deep learning, and cloud infrastructure.
Building impactful, scalable AI solutions with expertise in machine learning, deep learning, and cloud infrastructure.
Graduate Computer Science student with ~1.5 years of hands-on experience through research, internships, and startup work in machine learning, backend development, and cloud infrastructure.
Built end-to-end ML pipelines at ISRO, deployed real-time systems using AWS and Azure, and developed LLM-based applications for document search and forecasting. Skilled in Python, C++, deep learning frameworks, and MLOps tools.
Eager to contribute to impactful, scalable AI solutions that solve real-world problems and drive innovation.
MS in Computer Science
ISRO, Raven Technolabs, NanoTech Technologies
ML/AI Applications
Primary language for ML/AI development
Backend development & enterprise applications
Performance-critical applications & algorithms
Database querying & management
Web development & interactive applications
Type-safe JavaScript development
Deep learning research & development
Production ML systems & deployment
Computer vision applications
NLP models & applications
Large language model applications
Computer vision & image processing
Sequence modeling & time series
Large language model development
Agent-based learning & optimization
GPU acceleration for deep learning
High-performance model serving
High-throughput LLM inference
Model interoperability & exchange
High-performance deep learning inference
PyTorch model optimization
Cloud infrastructure & services
Microsoft cloud platform
Containerization & deployment
Container orchestration
Infrastructure as code
Continuous integration & deployment
ML lifecycle management
Distributed event streaming
Distributed data processing
NoSQL database
In-memory data store
Relational database
Advanced relational database
Software design & architecture
Reusable software solutions
API design & implementation
Concurrent programming
Scrum, Kanban, & project management
Dec 2022 - Apr 2023
May 2022 - July 2022
Mar 2019 - Nov 2021
June 2025 - Present
Explore my latest work in AI/ML and software development
Built and trained LSTM/GRU models on OHLCV data; achieved ~80% directional accuracy across selected stocks. Developed a Streamlit-based dashboard for real-time trend prediction; reduced update latency by ~25%.
Developed a context-aware document query system using LLaMA 2, LangChain, and FAISS. Integrated OpenAI embeddings to improve retrieval; increased relevance of top results by ~30%. Reduced average query latency through prompt and vector optimization.
Designed RNN models for rainfall and energy consumption forecasting using historical data. Streamlined data pipelines with TensorFlow, reducing training time by ~20%. Validated performance against ARIMA models, achieving ~15–20% higher precision.
Building a custom PPO-based framework to enhance document retrieval in RAG systems. Evaluating retrieval relevance using BLEU and Exact Match on SQuAD/NQ datasets. Implementing a novel reward function that balances relevance and diversity.
Wrote a full 3D game engine in C++ with OpenGL/GLUT, featuring skybox rendering, parallax environments, and multi-level progression. Implemented drone pathing and probabilistic duck spawning with integrated collision detection. Optimized graphics/audio subsystems (SOIL, irrKlang) to sustain ~60 FPS across complex scenes.
Jan 2024 - Present | GPA: 3.9/4.0
Relevant Coursework: Advanced Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, Reinforcement Learning, Distributed Systems
July 2019 - Apr 2023 | GPA: 3.82/4.0
Relevant Coursework: Data Structures and Algorithms, Operating Systems, Database Management Systems, Computer Networks, Artificial Intelligence, Machine Learning
Let's discuss how we can work together
aryanpatodiya018@gmail.com
+1 (925)-918-1058
Fresno, CA