Hi

I am Animikh

Team Lead - Computer Vision @ Wobot

About us

Let me introduce myself

I am currently working as the Team Lead (Computer Vision) of the Product Team at Wobot Intelligence. My daily work includes leading the development of POCs and Products for the Delhi Office.

I have worked on end-to-end design, development and deployment of several Computer Vision Pipelines. Currently, I am working on optimization of Deep Learning models and Deployment at Scale for both CPU and GPU-based deployments. I also conduct technical round of interviews for new recruits.

During a Hackathon at Wobot, I developed the base algorithm for a lightweight model for handwash detection and fortunately, we also won the Hackathon. This later turned into one of Wobot's notable products - Handwash.ai The main purpose of this product is to enforce hand-hygiene compliance, specifically during the COVID-19 Pandemic.

Tensorflow
PyTorch
Python
OpenCV
Numpy
Scikit Image
Matplotlib
Keras
Docker

Skills

Contact Number (+91) 96119-33016
Email - Personal animikhaich@gmail.com
Email - Work animikh@wobot.ai

My Take on Computer Vision

Services-2
Image Processing

Simple problems should have simple solutions. Use Image Processing wherever possible to reduce compute cost.

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Model Training

Train Robust Deep Learning Models with extensive Data Augmentation using Tensorflow and PyTorch.

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Model Optimization

Optimize Model Training and Inference with Efficient Data Pipelines, Model Pruning and Quantization.

Services-3
Model Deployment

Deploy Optimized Models at Scale with Tensorflow and Flask APIs for both Edge and Cloud.

Blog Posts

DS Vs. ML Vs. AI

ZeoLearn

What is Data Science

ZeoLearn

Best Python Practices

ZeoLearn

Top 10 Python IDE

ZeoLearn

Decision Trees

KnowledgeHut

Overfitting & Underfitting

KnowledgeHut

ML Algorithms

KnowledgeHut

Bias-Variance Tradeoff

KnowledgeHut

What is Machine Learning

KnowledgeHut