Sumanth Reddy Kaliki

Ice Edge Business Solutions - Canada / Lead Artificial Intelligence Expert

Calgary - Canada

Sumanth Reddy Kaliki

Ice Edge Business Solutions - Canada / Lead Artificial Intelligence Expert

Calgary - Canada

Sumanth Reddy Kaliki

Ice Edge Business Solutions - Canada / Lead Artificial Intelligence Expert

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Lead Artificial Intelligence Expert

My self Sumanth currently working as Lead AI Expert at Ice Edge Business Solutions - Canada where my key responsibilities is to lead/mentor the formulation of Deep Learning team and recommend strategic directions on using AI. I'm also as a Visiting Faculty at Satyabhama University(India)

In the future

Ambition

In the future

Use my skills in Artificial Intelligence/Deep Learning/Machine Learning/Computer Vision to build learning systems that automate the scientific discovery process and apply them for decision making in Robotics, Image Analysis, Automotive, Medical, Business and other real-world environments.

May 2019
-
Present

Lead Artificial Intelligence Expert
Present

May 2019 -

Present

* Lead the formulation of the Artificial Intelligence/Deep Learning team. * Use specific AI skills and experience to solve key business issues (AI Concierge Service for Generative Design, Predictive Lead Scoring, Product Knowledge Graphs / Recommendation Systems, Sales Forecasting etc) * Recommend strategic directions where Artificial Intelligence could benefit the business. * Mentor new team members.

Jan 2018
-
Present

Jan 2018 -

Present

• Teaching Deep Learning, Machine Learning, Computer Vision etc to the bachelors and masters students through workshops and online sessions • Guide students in their projects

Deep Learning Approach For Fine Grained Image Recognition On Capra Dataset

Apr 2018

Deep Learning Approach For Fine Grained Image Recognition On Capra Dataset

Apr 2018

Pneumonia Detection in Chest X-rays

Train deep learning models to detect Pneumonia in chest X-rays of different patients

Pneumonia Detection in Chest X-rays

Train deep learning models to detect Pneumonia in chest X-rays of different patients

Cancer Diagnosis from Colo-rectal Histology Images

Train Deep Learning models to diagnose cancer by training it on Colo-Rectal Histology images

Cancer Diagnosis from Colo-rectal Histology Images

Train Deep Learning models to diagnose cancer by training it on Colo-Rectal Histology images

Sept 2016
-
Feb 2019

Blincam

3 years

Deep Learning Engineer

Sept 2016 - Feb 2019

• Designed AI based intelligent photo sharing platform • Developed and tested Deep Learning based Object/ Face Recognition and Scene Understanding models • Developed Deep Learning based Image Ranking/ Similarity models • Applied Deep /Machine Learning techniques and developed wink detection logic to differentiat

Founder NewTechVeda

Founder NewTechVeda

Deep Learning For Skin Cancer Diagnosis

Train Deep Learning algorithms to diagnose skin cancer from the images of moles

Deep Learning For Skin Cancer Diagnosis

Train Deep Learning algorithms to diagnose skin cancer from the images of moles

Feb 2017
-
Aug 2018

Udacity

2 years

Student Mentor

Feb 2017 - Aug 2018

✔Evaluate the performance of students and help them to organise their studies and also provide motivation to them during the course of the program so that they can finish all projects in time. ✔ Supply of resources and advice to better understand the content of the course. ✔ Guidance in the development of the projects when students require it.

Nov 2017

Udacity

Self Driving Cars Nano Degree

Nov 2017

Effect of Image Colourspace on Performance of Convolution Neural Networks

May 2017

Effect of Image Colourspace on Performance of Convolution Neural Networks

May 2017

Gold Medalist (Masters in Robotics). Received it from Indian Finance/Defence Minister

Nov 2017

Gold Medalist (Masters in Robotics). Received it from Indian Finance/Defence Minister

Nov 2017

Deep Learning For Breast Cancer Diagnosis

Train Deep Learning Algorithms on Digital mammography images to diagnose Breast Cancer

Deep Learning For Breast Cancer Diagnosis

Train Deep Learning Algorithms on Digital mammography images to diagnose Breast Cancer

Lesion Segmentation Using Deep Learning

Train Deep Learning models for cancer diagnosis by segmenting the Lesions/tumors in CT-Scan images

Lesion Segmentation Using Deep Learning

Train Deep Learning models for cancer diagnosis by segmenting the Lesions/tumors in CT-Scan images

Defence Object Detection and Recognition using Deep Learning

o Created new defence object detection data-set o Developed deep learning based object detection models

Defence Object Detection and Recognition using Deep Learning

o Created new defence object detection data-set o Developed deep learning based object detection models

Extended Kalman Filters To Fuse The Sensor Data To Detect and Track the Bicycle's Position, Velocity.

Use extended kalman filters and sensor fusion(LIDAR & RADAR data) to detect and track the velocity and position of a bicycle that is moving near our vehicle.

Extended Kalman Filters To Fuse The Sensor Data To Detect and Track the Bicycle's Position, Velocity.

Use extended kalman filters and sensor fusion(LIDAR & RADAR data) to detect and track the velocity and position of a bicycle that is moving near our vehicle.

Fine Grained Image Recognition

o Created two fine grained image recognition datasets o Design CNN architectures for fine grained image classification

Fine Grained Image Recognition

o Created two fine grained image recognition datasets o Design CNN architectures for fine grained image classification

Lifestyle/HealthCare Analytics Using Machine/Deep Learning

* Developed Deep/Machine Learning based Human Activity Tracking, Steps/Sleep/Calorie/Heartrate Analysis model on sensor data from smart gadgets, fitness tracker etc * Analyse Electronic Health Records to compare quality of hospitals, predicting discharge statuses in emergency wards

Lifestyle/HealthCare Analytics Using Machine/Deep Learning

* Developed Deep/Machine Learning based Human Activity Tracking, Steps/Sleep/Calorie/Heartrate Analysis model on sensor data from smart gadgets, fitness tracker etc * Analyse Electronic Health Records to compare quality of hospitals, predicting discharge statuses in emergency wards

Advanced Lane Finding

The goal of the project is to write a software pipeline to identify the lane boundaries and segment the drivable area in a video from a front-facing camera on a car. It was developed using OpenCV and python. This algorithm helps the self driving cars to identify the drivable area and drive safely.

Advanced Lane Finding

The goal of the project is to write a software pipeline to identify the lane boundaries and segment the drivable area in a video from a front-facing camera on a car. It was developed using OpenCV and python. This algorithm helps the self driving cars to identify the drivable area and drive safely.

Vehicle detection and tracking

Detecting the vehicles and tracking them is very important for any self driving car, for safe driving. Here we address these problems by developing a OpenCV and Python based software pipeline to detect and track vehicles.

Vehicle detection and tracking

Detecting the vehicles and tracking them is very important for any self driving car, for safe driving. Here we address these problems by developing a OpenCV and Python based software pipeline to detect and track vehicles.

Traffic Sign Classifier

Design and develop various deep learning based traffic sign recognition models using Convolution Neural Networks

Traffic Sign Classifier

Design and develop various deep learning based traffic sign recognition models using Convolution Neural Networks

Finding lane lines on the road

It is an OpenCV and Python based algorithm for finding lane lines on the road, which helps the self driving cars to drive on its own.

Finding lane lines on the road

It is an OpenCV and Python based algorithm for finding lane lines on the road, which helps the self driving cars to drive on its own.

Behavioural Cloning

Use Deep Learning to Clone Driving Behaviour i.e here we teach the car how to drive on its own by showing it how to drive. And the learned network gives the predicted steering angles based on the video from the front facing cameras.

Behavioural Cloning

Use Deep Learning to Clone Driving Behaviour i.e here we teach the car how to drive on its own by showing it how to drive. And the learned network gives the predicted steering angles based on the video from the front facing cameras.

Monitoring Indian Endangered Species Using Deep Learning

* Every year there are many species that are becoming extinct or classified as endangered. Wildlife conservation enthusiasts are studying these species to better understand them by placing camera traps in forests. However it is very difficult for Zoologists to analyse such data since they are millions of images captured by camera traps. *This projects helps Zoologists to analyze/monitor few of the Indian Endangered species by using Deep Learning models.

Monitoring Indian Endangered Species Using Deep Learning

* Every year there are many species that are becoming extinct or classified as endangered. Wildlife conservation enthusiasts are studying these species to better understand them by placing camera traps in forests. However it is very difficult for Zoologists to analyse such data since they are millions of images captured by camera traps. *This projects helps Zoologists to analyze/monitor few of the Indian Endangered species by using Deep Learning models.

July 2016
-
May 2017

July 2016 - May 2017

• Developed Object Detection models for Defence, to be used in Autonomous Vehicles for surveillance applications • Develop and test reliable Deep Learning models for Autonomous Driving

Apr 2017

Defence Institute of Advanced Technology

Masters in Robotics

Apr 2017

June 2014

SKR College of Engineering and Technology

Bachelors in Electronics and Communication Engineering

June 2014


Skills and qualities

Machine learning

Recommended by Md. Razzaqul Haider
1

Algorithm

Recommended by Md. Razzaqul Haider
1

Python

Recommended by Md. Razzaqul Haider
1

Deep Learning

Recommended by Md. Razzaqul Haider
1

Computer Vision

Recommended by Md. Razzaqul Haider
1

Publications

Deep Learning Approach For Fine Grained Image Recognition On Capra Dataset

Apr 2018

Effect of Image Colourspace on Performance of Convolution Neural Networks

May 2017

Accomplishments/Portfolio

Pneumonia Detection in Chest X-rays

Cancer Diagnosis from Colo-rectal Histology Images

Founder NewTechVeda

Deep Learning For Skin Cancer Diagnosis

Deep Learning For Breast Cancer Diagnosis

Show more

Awards and Certifications

Gold Medalist (Masters in Robotics). Received it from Indian Finance/Defence Minister

Nov 2017

Self Driving Cars Nano Degree

Nov 2017


Languages

English - Native