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AI-Powered Student Engagement Platform, Co-Founder (2024)
AI-Powered Student Engagement Platform, Co-Founder (2024)

Built an AI workflow from scratch, integrated it with iOS UI, and captured 28% of students in a high-school pilot, highlighting strong appeal and engagement.

ML Engineer
Software Engineer
AI Developer
Docker
FastAPI
Python

Social AI, Co-Founder (2024)
Social AI, Co-Founder (2024)

Built personalized AIs with unique personalities that interact, connecting users and fostering deeper engagement. Led the entire project from start to finish.

ML Engineer
Software Engineer
AI Developer
Docker
LangChain
Python

LLM-based Sales Copilot (2023)
LLM-based Sales Copilot (2023)

Boosted sales efficiency by 30% using GPT-3.5, RAG, and prompt chaining to automate responses and project estimates, tracking via LangChain & LangSmith.

ML Engineer
Software Engineer
AI Developer
LangChain
Python

AR-Based Room Size Estimation (2023)
AR-Based Room Size Estimation (2023)

Developed AR-based room size estimation, securing an extra $2M in funding.

ML Engineer
Software Engineer
AI Developer
Python
Unity

Language-Driven Object Detection/Segmentation (2023)
Language-Driven Object Detection/Segmentation (2023)

Developed an object detection system using Grounding DINO and Segment Anything, driving $4M funding and a Y Combinator launch.

ML Engineer
Software Engineer
AI Developer
OpenCV
Python
PyTorch

Transformer-Based Brainwave Image Reconstruction (2022)
Transformer-Based Brainwave Image Reconstruction (2022)

Built a transformer-based architecture to convert time series into images using autoencoders and tested pix2pix for spectrogram conversion.

ML Engineer
Software Engineer
AI Developer
Python
PyTorch

Knowledge Distillation for Crop/Weed Image Segmentation (2022)
Knowledge Distillation for Crop/Weed Image Segmentation (2022)

Conducted knowledge distillation, combining model-generated and human-labeled data to improve BRT's production model performance significantly.

ML Engineer
Software Engineer
AI Developer
OpenCV
Python
PyTorch

Crop/Weed Image Segmentation and Analysis (2022)
Crop/Weed Image Segmentation and Analysis (2022)

Developed a high-accuracy Segformer model for crop/weed segmentation, outperforming the current model. BRT may adopt it after hardware upgrades.

ML Engineer
Software Engineer
AI Developer
OpenCV
Python
PyTorch

Hybrid Classical/Quantum CNN and MTCS for Chess (2022)
Hybrid Classical/Quantum CNN and MTCS for Chess (2022)

We propose a deep Q-learning chess AI using rCNN and qCNN to evaluate board states and compare its efficiency to classical CNNs in real-time move selection.

ML Engineer
Software Engineer
AI Developer
Python
TensorFlow

Humana Mays Healthcare Analytics Case Competition (2021)
Humana Mays Healthcare Analytics Case Competition (2021)

Developed a model predicting COVID vaccination status for targeted marketing, ranking 16th out of ~700 teams in a Humana data analytics project.

ML Engineer
Software Engineer
AI Developer
Matplotlib
Python
scikit-learn

Computer-Vision-Based Multicamera Person Reidentification (2021)
Computer-Vision-Based Multicamera Person Reidentification (2021)

We used camera parameters to re-identify people across multiple camera views, as deep learning couldn't be applied due to identical clothing.

ML Engineer
Software Engineer
AI Developer
OpenCV
Python


Line Art Colorization with Conditional GANs (2021)
Line Art Colorization with Conditional GANs (2021)

A minimal AlacGan implementation based on the User-Guided Deep Anime Line Art Colorization paper and GitHub repository.

ML Engineer
Software Engineer
AI Developer
Python
PyTorch

Artificial Data Synthesis for Object Detection Training (2021)
Artificial Data Synthesis for Object Detection Training (2021)

I generated scenes with people in various poses by using a segmentation CNN, placing them logically, and adapting HSV with histogram equalization.

ML Engineer
Software Engineer
AI Developer
OpenCV
Python
PyTorch

Dragon Generator (2021)
Dragon Generator (2021)

I built a full AI pipeline, using website APIs and StyleGAN2, and started selling AI-generated dragons as NFTs to learn about crypto.

ML Engineer
Software Engineer
AI Developer
Python
PyTorch


Template Matching for Bucket Teeth Counting (2020)
Template Matching for Bucket Teeth Counting (2020)

I automated loader bucket teeth counting using template matching and color histograms, ensuring none were missing from the video samples.

ML Engineer
Software Engineer
AI Developer
OpenCV
Python


Self-Supervised Learning Research (2020)
Self-Supervised Learning Research (2020)

I researched contrastive learning methods like SimCLR and Swav, using ResNet, ResNext, and EfficientNet for image retrieval and object detection.

ML Engineer
Software Engineer
AI Developer
OpenCV
Python
TensorFlow

Sex/Language Audio Classifier (2020)
Sex/Language Audio Classifier (2020)

I built a CNN-based multilabel classifier that detects language and speaker sex from audio mel-spectrograms.

ML Engineer
Software Engineer
AI Developer
Python
PyTorch
TensorFlow

Fine-Tunable MobileNetSSD Object Detector (2020)
Fine-Tunable MobileNetSSD Object Detector (2020)

The project automates dataset creation with OpenCV webcam tracking and fine-tuning, followed by an object detector using the fine-tuned model.

Software Engineer
AI Developer
OpenCV
Python
PyTorch


Satellite position and velocity prediction system (IDAO 2020)
Satellite position and velocity prediction system (IDAO 2020)

In this competition, we had to predict satellite position and velocity. My contribution was an attempt to solve the task by using gradient boosting and system

Co-Founder
Software Engineer
AI Developer
Python
PyTorch
scikit-learn