About Me

Tanish Jain

I'm an M.Tech student at NIT Rourkela, diving deep into Signal and Image Processing. My research tackles computer vision and deep learning, with a focus on lightweight object detection and medical image segmentation. Check out my projects and skills to see what I'm coding!

Experience

Freelance Deep Learning Engineer

Upwork | Nov 2023 - Feb 2024 | Remote

  • Built deep learning models for tumor classification in digital pathology with high accuracy.
  • Analyzed SVS datasets and proposed optimization strategies.
  • Delivered production-ready models tailored to client needs.

Data Science Intern

Navodita Infotech | Nov 2023 - Dec 2023 | India

  • Developed TensorFlow-based recommender system for e-commerce.
  • Improved precision by analyzing user behavior patterns.
  • Worked with design and backend teams for smooth integration.

Computer Vision Intern

MNIT Jaipur | Jun 2023 - Jul 2023 | Jaipur, India

  • Created YOLOv7-based pipeline for real-time PCB defect detection.
  • Built a web app for visualization and testing.
  • Collaborated to deliver proof-of-concept on schedule.

Research Projects

Research

Small Object Detection in Aerial Images

Crafting a lightweight architecture for oriented bounding box detection in complex aerial scenes (SCCOS dataset). Uses sparse attention and deformable transformers for real-time maritime monitoring.

GitHub (Ongoing)
Research

3D Liver and Tumor Segmentation

Developed MFPM-UNET with 3D feature pooling and attention, achieving strong results on LiTS dataset. Presented at CVIP 2024; paper under review.

GitHub

Other Projects

NeuralFlow

A no-code/low-code platform for building deep learning pipelines with visual blocks and GenAI-driven code suggestions.

GitHub

Conversational Fashion GenAI

A chatbot using LLMs for trend-aware fashion recommendations, powered by web-scraped social media data.

GitHub

Face Recognition Attendance System

An attendance system using face embeddings from a fine-tuned FaceNet model.

GitHub

LLM Query Engine

A Streamlit interface for querying CSV files using OpenAI embeddings and Langchain.

GitHub

Technical Skills

Languages

Python, C/C++, SQL

ML Frameworks

PyTorch, TensorFlow, Scikit-learn, ONNX

Tools

Git, Docker, Streamlit, FastAPI, GitHub Actions, CI/CD

Data Analysis

pandas, matplotlib, seaborn

Operating Systems

Ubuntu/Linux

Education

M.Tech in Signal and Image Processing

National Institute of Technology, Rourkela | 2024 - Present

B.Tech in Electronics and Communications Engineering

Assam University, Silchar | 2020 - 2024

12th Grade

J N Vidyalaya, Sriganganagar | 2018 - 2019

10th Grade

J N Vidyalaya, Sriganganagar | 2016 - 2017

Certifications

Achievements

Get in Touch

Want to collab or chat about my research? Hit me up via email, LinkedIn, or GitHub!