Skip to content
View ishal1410's full-sized avatar
0 followers · 1 following
  • Brooklyn, NY

Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2

Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2

Block or report ishal1410

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
ishal1410/README.md

Vishal Patel

Backend & ML Engineer — MS CS @ LIU Brooklyn, GPA 3.9, May 2026

LinkedIn Email

I build backend systems and ML pipelines that go to production — REST APIs, real-time inference, distributed messaging, cloud infra on AWS. Open to full-time SWE · Backend · ML Engineering roles. F1 OPT, available immediately.

Projects

Project Stack What it does
ML Serving Platform FastAPI · PyTorch · Docker · Terraform · Prometheus EfficientNet-B0 image classification API — top-5 predictions in <100ms, Prometheus monitoring, Terraform IaC
Real-Time Chat App Node.js · TypeScript · GraphQL · Redis · Kafka · K8s Distributed chat backend — Redis Pub/Sub cut message latency 60%, Kafka async events, JWT auth, DataLoader
Deepfake Detection PyTorch · TensorFlow · EfficientNet-B0 · MTCNN Multi-model ensemble on FaceForensics++ — 96% detection accuracy, Grad-CAM explainability
JDecode Next.js · FastAPI · OpenAI API · PostgreSQL ATS resume analyzer — parses job descriptions and scores resumes against the keywords that matter
Weather Forecasting Python · PyTorch · LSTM · ARIMA · Streamlit LSTM + ARIMA ensemble forecasting dashboard — best RMSE 2.61°C
Slippage Impact Model Python · NumPy · SciPy Nonlinear market impact model from live order book data, Lagrange-optimized trade scheduling

Stack

Languages · Python · TypeScript · JavaScript · Java · C++

Backend · FastAPI · Node.js · GraphQL · REST · WebSockets · JWT

ML / AI · PyTorch · TensorFlow · scikit-learn · OpenCV · EfficientNet · LSTM

Infra · AWS · Docker · Kubernetes · Terraform · Redis · Kafka · PostgreSQL · Prometheus

Pinned Loading

  1. ml-serving-platform ml-serving-platform Public

    Production ML inference API — EfficientNet-B0 image classification with FastAPI, PyTorch, Docker, Terraform, Prometheus monitoring

    HTML

  2. realtime-chat-app realtime-chat-app Public

    Distributed real-time chat backend — Node.js, GraphQL, WebSockets, Redis Pub/Sub, Kafka, PostgreSQL, Kubernetes

    TypeScript

  3. deepfake-detection-faceforensics deepfake-detection-faceforensics Public

    Deepfake detection with 96% accuracy on FaceForensics++ — EfficientNet-B0 + Spatial Attention, FFT+SVM, MTCNN, Grad-CAM

    Jupyter Notebook

  4. jdecode jdecode Public

    AI-powered ATS resume analyzer — decodes job descriptions and scores your resume against keywords recruiters actually scan for

    TypeScript

  5. weather-forecast-project weather-forecast-project Public

    AI weather forecasting dashboard — LSTM, ARIMA, Linear Regression ensemble with Streamlit UI. Best RMSE: 2.61°C

    Python

  6. slippage-impact-model slippage-impact-model Public

    Nonlinear market impact model from live order book data — convex cost modeling and Lagrange-optimized trade scheduling

    Jupyter Notebook