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Rishav Dash

@rishavdash

Jr. Data Scientist at iNeuron.ai

Bengaluru, Karnataka

https://www.linkedin.com/in/rishdash/

iNeuron.aiRamrao Adik Institute Of Technology

Data Scientist with 1.5 years of experience in building data-incentive applications. Capable of creating, developing, testing, and deploying complex applications to solve challenging business problems.

Experience

Jr. Data Scientist

iNeuron.ai

Jan 2022 - PresentBengaluru, India

Reduced manual tasks by implementing an Automation solution using Python. Worked as an R&D member to create a proof of concept on object detection with drones and took expert Lectures on MLOps and Data Science in a batch of 1000+ Students. Worked on multiple in-house projects using Natural Language Processing.

Machine Learning Engineer

Blueplanet

FreelanceSep 2021 - Nov 2021

Project Title - Using Computer Vision to Estimate Biomass of Fish for Sustainable Food Production. Lead a team of 5+ engineers for Object Detection, Keypoint Detection tasks. Implemented Instance Segmentation using Detectron2.

Junior Machine Learning Engineer

Renewsenses

FreelanceJun 2021 - Aug 2021

Project Title - Helping People with Visual Impairment to Easily Use Buses through Computer Vision. Worked on various open-source OCRs that are mobile compatible and tried to reduce inference time. Developed an automatic image crawling script that helped in collecting 27K images from open-sourced videos. Trained a YOLOv4 - tiny Object Detection model for seat detection with an mAP of 85 % on web scrapped data. Quantized it to float 16 for android deployment. Data Labelling using CVAT.

Education

Ramrao Adik Institute Of Technology

Bachelor of Engineering

Electronics and Telecommunication

Aug 2018 - Jul 2022Grade: 8.95/ 10

Skills

Python
MySQL
MongoDB
Fast API
Flask
Scikit-learn
PyTorch
Tensorflow
Docker
MLFlow
W&B
Paperspace
DVC
Terraform
AWS
Azure
GCP
OpenCV
Object Detection
Classification
Optical Character Recognition (OCR)
Natural Language Processing
Name Entity Recognition
Transformers
RNN
LSTM
GRU