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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.

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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.
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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.
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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.
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0.00%
Test Accuracy on MNIST
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Career & Track Record

Work Experience

Intern, Machine Learning and Generative AI

Big Brains • Remote
Sep 2026 — Present

Hands-on development and optimization of machine learning models and generative AI systems, focusing on real-world implementations.

Machine Learning Generative AI Python

Software Quality Engineering (SQE) Intern

Big Brains • Remote
Aug 2026 — Sep 2026

Completed a comprehensive Software Quality Engineering program. Graduated with an exceptional 98% average score, demonstrating a strong grasp of QA methodologies.

SQE Quality Assurance Testing
Continuous Learning

Certifications & Badges

Foundations of Prompt Engineering

AWS Training & Certification

Introduction to Large Language Models

Google Cloud

Attention Mechanism

Google Cloud

Transformer Models and BERT Model

Google Cloud
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
Hands-On

Playground

Interactive Labs & Games

A hands-on space for small builds that don't fit a resume line — mini games, live demos, and quick experiments you can actually play with in the browser.

Enter the Playground
Live Demos & Experiments

Let's build something significant.

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