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Build, Train and Test multiple CNN models.
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Optimizing model training & inference by utilizing multiple GPUs and CPU cores.
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Keen interest in Life Sciences, Image processing, Genomics, Multi-omics analysis
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Interested in reading and implementing research papers of relevant field.
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Strong experience of Deep Learning frameworks TensorFlow, Keras, PyTorch.
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Strong programming skills in python and experience of Ski-Learn/NumPy libraries.
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Experience of training of Object detection Models like YOLOv3/Mask CNN and semantic segmentation models like DeepLab, Unet etc.
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Good understanding of image processing and computer vision algorithm like watershed, histogram matching etc.
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Experience of cell segmentation and membrane segmentation using CNNs (Optional)
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Individual Contributor
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Experience with image processing
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Experience required : 2-10 Years
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CTC :15-40 LPA
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Good python programming and algorithmic skill.
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Experience with deep learning model training using any known framework.
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Working knowledge of the genomics data in R&D
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Understanding of one or more omics data types (transcriptomics, metabolomics, proteomics, genomics, epigenomics etc.)
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Prior work experience as a data scientist, bioinformatician or computational biologist will be a big plus
Subodh Popalwar
Software Engineer, Memorres
About Applied Materials
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PythonLocation : Gurgaon
About the company:
The company is changing the way cataloging is done across the Globe. Our vision is to empower the smallest of sellers, situated in the farthest of corners, to create superior product images and videos, without the need for any external professional help. Imagine 30M+ merchants shooting Product Images or Videos using their Smartphones, and then choosing Filters for Amazon, Asos, Airbnb, Doordash, etc to instantly compose High-Quality "tuned-in" product visuals, instantly. The company has built the world’s leading image editing AI software, to capture and process beautiful product images for online selling. We are also fortunate and proud to be backed by the biggest names in the investment community including the likes of Accel Partners, Angellist and prominent Founders and Internet company operators, who believe that there is an intelligent and efficient way of doing Digital Production than how the world operates currently.
Job Description :
- We are looking for a seasoned Computer Vision Engineer with AI/ML/CV and Deep Learning skills to
play a senior leadership role in our Product & Technology Research Team.
- You will be leading a team of CV researchers to build models that automatically transform millions of e
commerce, automobiles, food, real-estate ram images into processed final images.
- You will be responsible for researching the latest art of the possible in the field of computer vision,
designing the solution architecture for our offerings and lead the Computer Vision teams to build the core
algorithmic models & deploy them on Cloud Infrastructure.
- Working with the Data team to ensure your data pipelines are well set up and
models are being constantly trained and updated
- Working alongside product team to ensure that AI capabilities are built as democratized tools that
provides internal as well external stakeholders to innovate on top of it and make our customers
successful
- You will work closely with the Product & Engineering teams to convert the models into beautiful products
that will be used by thousands of Businesses everyday to transform their images and videos.
Job Requirements:
- Min 3+ years of work experience in Computer Vision with 5-10 years work experience overall
- BS/MS/ Phd degree in Computer Science, Engineering or a related subject from a ivy league institute
- Exposure on Deep Learning Techniques, TensorFlow/Pytorch
- Prior expertise on building Image processing applications using GANs, CNNs, Diffusion models
- Expertise with Image Processing Python libraries like OpenCV, etc.
- Good hands-on experience on Python, Flask or Django framework
- Authored publications at peer-reviewed AI conferences (e.g. NeurIPS, CVPR, ICML, ICLR,ICCV, ACL)
- Prior experience of managing teams and building large scale AI / CV projects is a big plus
- Great interpersonal and communication skills
- Critical thinker and problem-solving skills
Python
Deep LearningYou will be part of the core engineering team that is working on developing AI/ML models, Algorithms, and Frameworks in the areas of Video Analytics, Business Intelligence, IoT Predictive Analytics.
For more information visit www.gyrus.ai
Candidate must have the following qualifications
- Engineering or Masters degree in CS, EC, EE or related domains
- Proficient in OpenCV
- Profficiency in Python programming
- Exposure to one of the AI platforms like Tensorflow, Caffe, PyTorch
- Must have trained and deployed at least one fairly big AI model
- Exposure to AI models for Audio/Image/Video Analytics
- Exposure to one of the Cloud Computing platforms AWS/GCP
- Strong mathematical background with special emphasis towards Linear Algebra and Statistics
Python
CC++
Machine Learning (ML)Require Someone skilled in python / C/C++ to work on new products and also support existing AI based products .
Should be open to learning new frameworks
Deep LearningPython- B.E Computer Science or equivalent.
- In-depth knowledge of machine learning algorithms and their applications including
practical experience with and theoretical understanding of algorithms for classification,
regression and clustering.
- Hands-on experience in computer vision and deep learning projects to solve real world
problems involving vision tasks such as object detection, Object tracking, instance
segmentation, activity detection, depth estimation, optical flow, multi-view geometry,
domain adaptation etc.
- Strong understanding of modern and traditional Computer Vision Algorithms.
- Experience in one of the Deep Learning Frameworks / Networks: PyTorch, TensorFlow,
Darknet (YOLO v4 v5), U-Net, Mask R-CNN, EfficientDet, BERT etc.
- Proficiency with CNN architectures such as ResNet, VGG, UNet, MobileNet, pix2pix,
and Cycle GAN.
- Experienced user of libraries such as OpenCV, scikit-learn, matplotlib and pandas.
- Ability to transform research articles into working solutions to solve real-world problems.
- High proficiency in Python programming knowledge.
- Familiar with software development practices/pipelines (DevOps- Kubernetes, docker
containers, CI/CD tools).
- Strong communication skills.
Deep LearningPythonWho Are We
A research-oriented company with expertise in computer vision and artificial intelligence, at its core, Orbo is a comprehensive platform of AI-based visual enhancement stack. This way, companies can find a suitable product as per their need where deep learning powered technology can automatically improve their Imagery.
ORBO's solutions are helping BFSI, beauty and personal care digital transformation and Ecommerce image retouching industries in multiple ways.
WHY US
- Join top AI company
- Grow with your best companions
- Continuous pursuit of excellence, equality, respect
- Competitive compensation and benefits
You'll be a part of the core team and will be working directly with the founders in building and iterating upon the core products that make cameras intelligent and images more informative.
To learn more about how we work, please check out
Description:
We are looking for a computer vision engineer to lead our team in developing a factory floor analytics SaaS product. This would be a fast-paced role and the person will get an opportunity to develop an industrial grade solution from concept to deployment.
Responsibilities:
- Research and develop computer vision solutions for industries (BFSI, Beauty and personal care, E-commerce, Defence etc.)
- Lead a team of ML engineers in developing an industrial AI product from scratch
- Setup end-end Deep Learning pipeline for data ingestion, preparation, model training, validation and deployment
- Tune the models to achieve high accuracy rates and minimum latency
- Deploying developed computer vision models on edge devices after optimization to meet customer requirements
Requirements:
- Bachelor’s degree
- Understanding about depth and breadth of computer vision and deep learning algorithms.
- 4+ years of industrial experience in computer vision and/or deep learning
- Experience in taking an AI product from scratch to commercial deployment.
- Experience in Image enhancement, object detection, image segmentation, image classification algorithms
- Experience in deployment with OpenVINO, ONNXruntime and TensorRT
- Experience in deploying computer vision solutions on edge devices such as Intel Movidius and Nvidia Jetson
- Experience with any machine/deep learning frameworks like Tensorflow, and PyTorch.
- Proficient understanding of code versioning tools, such as Git
Our perfect candidate is someone that:
- is proactive and an independent problem solver
- is a constant learner. We are a fast growing start-up. We want you to grow with us!
- is a team player and good communicator
What We Offer:
- You will have fun working with a fast-paced team on a product that can impact the business model of E-commerce and BFSI industries. As the team is small, you will easily be able to see a direct impact of what you build on our customers (Trust us - it is extremely fulfilling!)
- You will be in charge of what you build and be an integral part of the product development process
- Technical and financial growth!
Who Are We
A research-oriented company with expertise in computer vision and artificial intelligence, at its core, Orbo is a comprehensive platform of AI-based visual enhancement stack. This way, companies can find a suitable product as per their need where deep learning powered technology can automatically improve their Imagery.
ORBO's solutions are helping BFSI, beauty and personal care digital transformation and Ecommerce image retouching industries in multiple ways.
WHY US
- Join top AI company
- Grow with your best companions
- Continuous pursuit of excellence, equality, respect
- Competitive compensation and benefits
You'll be a part of the core team and will be working directly with the founders in building and iterating upon the core products that make cameras intelligent and images more informative.
To learn more about how we work, please check out
https://www.orbo.ai/">https://www.orbo.ai/.
We at Orbo are looking for developers who have passion for technology, ability to deploy new and novel technologies in environments that are often low on humans as well as capital. From solving complex algorithm problems, software development engineers also develop complex algorithms to solve real-life crises and are involved in the system design of several applications and thus contributing to their technical architecture.
Responsibilities:
- To determine the scope of software development projects.
- Collaborating with the software development team on application design and development.
- Developing software and overseeing the deployment of applications across platforms.
- Performing diagnostic tests and debugging procedures.
- Creating end-user application feedback channels.
- Optimizing software by performing maintenance, updates, and upgrades.
- Documenting processes and maintaining software development records.
- Keeping up to date with C++ standards and advancements in application development.
Requirements:
- Bachelor's degree in computer science, information systems, or similar.
- Strong understanding of OOPs, SDL.
- Problem solving with data structure and algorithms.
- Build tools(make/Cmake/Ninja/Bazel)
- Experience with OS & hardware specific development (SIMD, AVX, AVX2)
- Having knowledge of 3rd Party library integration (OpenCV, Tensorflow, NCNN, TNN, liptorch, Openvino, ONNX runtime)
- Worked with Modern C++
- Worked with Linux & Windows
- Experience with multi threading and multi processing
- Superb analytical and problem-solving skills.
- Excellent collaboration and communication skills.
- Great organizational and time management skills.
PythonMachine Learning (ML)Job Description –Sr. Python Developer
Job Brief
The job requires Python experience as well as expertise with AI/ML. This Developer is expected to have strong technical skills, to work closely with the other team members in development and managing key projects. Ability to work on a small team with minimal supervision, Troubleshoot, test and maintain the core product software and databases to ensure strong optimization and functionality
Job Requirement
- 4 plus Years of Python relevant experience
- Good at communication skills and Email etiquette
- Quick learner and should be a team player
- Experience in working on python framework
- Experience in Developing With Python & MySQL on LAMP/LEMP Stack
- Experience in Developing an MVC Application with Python
- Experience with Threading, Multithreading and pipelines
- Experience in Creating RESTful API’s With Python in JSON, XMLs
- Experience in Designing Relational Database using MySQL And Writing Raw SQL Queries
- Experience with GitHub Version Control
- Ability of Write Custom Python Code
- Excellent working knowledge of AI/ML based application
- Experience in OpenCV/TensorFlow/ SimpleCV/PyTorch
- Experience working in agile software development methodology
- Understanding of end-to-end ML project lifecycle
- Understanding of cross platform OS systems like Windows, Linux or UNIX with hands-on working experience
Responsibilities
- Participate in the entire development lifecycle, from planning through implementation, documentation, testing, and deployment, all the way to monitoring.
- Produce high quality, maintainable code with great test coverage
- Integration of user-facing elements developed by front-end developers
- Build efficient, testable, and reusable Python/AI/ML modules
- Solve complex performance problems and architectural challenges
- Help with designing and architecting the product
- Design and develop the web application modules or APIs
- Troubleshoot and debug applications.
Responsibilities
At Dolat, code is our business, so naturally, the Core Engineering and Systems team is at the center of what we do. Our community of developers has designed and continues to enhance one of the fastest
trading platforms using the latest tools and technologies. As a Software Developer, you’ll draw upon your computer science, mathematical, and analytical abilities to develop complex and nimble code used to grow our business and increase the efficiency of the global financial markets.
Your responsibilities may include any of the following, which will require you to exercise discretion and independent judgment:
• Augmenting, improving, redesigning, and/or re-implementing Dolat's low-latency/highthroughput production trading environment, which collects data from and disseminates
orders to exchanges around the world
• Optimizing this platform by using network and systems programming, as well as other advanced techniques
• Developing systems that provide easy access to historical market data and trading simulations
• Building risk-management and performance-tracking tools
• Shaping the future of Dolat through regular interviewing and infrequent campus recruiting trips
• Implementing domain-optimized data structures
• Learn and internalize the theories behind current trading system
• Participate in the design, architecture and implementation of automated trading systems
• Take ownership of system from design through implementation
Deep LearningPythonMachine Learning (ML)WE ARE GRAPHENE
Graphene is an award-winning AI company, developing customized insights and data solutions for corporate clients. With a focus on healthcare, consumer goods and financial services, our proprietary AI platform is disrupting market research with an approach that allows us to get into the mind of customers to a degree unprecedented in traditional market research.
Graphene was founded by corporate leaders from Microsoft and P&G and works closely with the Singapore Government & universities in creating cutting edge technology. We are gaining traction with many Fortune 500 companies globally.
Graphene has a 6-year track record of delivering financially sustainable growth and is one of the few start-ups which are self-funded, yet profitable and debt free.
We already have a strong bench strength of leaders in place. Now, we are looking to groom more talents for our expansion into the US. Join us and take both our growths to the next level!
WHAT WILL THE ENGINEER-ML DO?
- Primary Purpose: As part of a highly productive and creative AI (NLP) analytics team, optimize algorithms/models for performance and scalability, engineer & implement machine learning algorithms into services and pipelines to be consumed at web-scale
- Daily Grind: Interface with data scientists, project managers, and the engineering team to achieve sprint goals on the product roadmap, and ensure healthy models, endpoints, CI/CD,
- Career Progression: Senior ML Engineer, ML Architect
YOU CAN EXPECT TO
- Work in a product-development team capable of independently authoring software products.
- Guide junior programmers, set up the architecture, and follow modular development approaches.
- Design and develop code which is well documented.
- Optimize of the application for maximum speed and scalability
- Adhere to the best Information security and Devops practices.
- Research and develop new approaches to problems.
- Design and implement schemas and databases with respect to the AI application
- Cross-pollinated with other teams.
HARD AND SOFT SKILLS
Must Have
- Problem-solving abilities
- Extremely strong programming background – data structures and algorithm
- Advanced Machine Learning: TensorFlow, Keras
- Python, spaCy, NLTK, Word2Vec, Graph databases, Knowledge-graph, BERT (derived models), Hyperparameter tuning
- Experience with OOPs and design patterns
- Exposure to RDBMS/NoSQL
- Test Driven Development Methodology
Good to Have
- Working in cloud-native environments (preferably Azure)
- Microservices
- Enterprise Design Patterns
- Microservices Architecture
- Distributed Systems
C++
Javascript- Develop and optimize machine learning models to run efficiently on mobile web and best exploit modern parallel environments.
- Develop and deploy real-time AR computer vision algorithms for the web in areas related to 3D reconstruction, WebGL rendering, object detection and tracking, and camera calibration.
- Work with research and engineering teams to productionize machine learning services for Augmented Reality experiences.
What we look for:
- Minimum 2+ years of experience working with the following languages (any 2): C++, Javascript, Rust.
- Strong experience working with at least one deep-learning library (e.g., PyTorch, Jax, TensorFlow, Caffe2). This experience should include formulation, training, and optimization of new algorithms.
Also Preferred:
- Prior experience with WebGL, WebAssembly.
- Strong grasp of CPU and GPU performance challenges and optimization techniques.
- Experience in shipping computer vision or image processing products to customers.
Follow CutshortSubodh Popalwar
Software Engineer, Memorres