hello.

Building production AI systems, not just notebooks.

Track record of designing custom deep learning architectures, multi-agent pipelines, and full-stack software deployed in real-world environments.

Download Resume GitHub Hugging Face
Selected Works

Featured Systems

MutantScope & SERAPH
FastAPI Next.js 15 ESM2 BiLSTM Gemini API

Original deep learning model (SERAPH) integrated into a full-stack protein platform that calculates structural impact diffs and generates natural-language explanations.

Architecture: ESM2 + Conv1D + BiLSTM trained on CullPDB benchmark dataset.
Pipeline: Next.js 15 frontend fetching structures directly from AlphaFold DB.
View Repository Hugging Face Checkpoint
0.00%
Q3 Accuracy Benchmark
AI Business Analyzer
Python LangChain Gemini API Streamlit SQLite

Autonomous multi-agent research pipeline generating structured business intelligence reports from a single prompt via live web search.

5-Agent Orchestration: Planner, Researcher, Aggregator, Reporter & Summarizer.
Outputs: Dynamic SWOT matrix, PDF export engine & SQLite persistent memory.
View Repository
0
Autonomous Pipeline
Neural Network from Scratch
Python NumPy First Principles

Fully modular neural network framework implemented strictly from mathematical first principles with zero external ML framework dependencies.

Engine: Hand-coded forward/backprop, Adam optimizer, BatchNorm & Dropout.
Design: Composable layer abstractions mirroring PyTorch functional API architecture.
View Repository
0.00%
Test Accuracy on MNIST
Technical Mastery

Capabilities & Stack

ML & AI Core
PyTorch TensorFlow Hugging Face LangChain BiLSTM / CNN ESM Embeddings Agentic Workflows
Web & Systems
Next.js 15 React FastAPI Rust (Ferdis / Systems) PostgreSQL SQLite
Tools & Languages
Python Rust JavaScript / TypeScript Git / Termux Docker

Let's build something significant.

Send a message below to trigger my immediate automated response system and establish direct contact.

Thank you! Your message has been sent successfully. I will get back to you soon.