PythonCompany: Optimum Solutions
About the company: Optimum solutions is a leader in a sheet metal industry, provides sheet metal solutions to sheet metal fabricators with a proven track record of reliable product delivery. Starting from tools through software, machines, we are one stop shop for all your technology needs.
Position: Generative AI Lead
Location: Chennai (Preference) and Bangalore
Minimum Qualification: Bachelor's degree in computer science, Software Engineering, Data Science, or a related field.
Experience: 10-12 years
CTC: 33LPA
Employment Type: Full Time
Key Responsibilities:
- Utilize advanced machine learning techniques to develop and train generative AI models.
- Collaborate with cross-functional teams to groom and preprocess large datasets for model training.
- Research and implement cutting-edge algorithms and architectures for generative AI applications.
- Optimize model performance and scalability for real-time inference and deployment.
- Stay current with industry trends and advancements in generative AI technology to drive innovation.
- Experiment with different hyperparameters and model configurations to improve generative AI model quality.
- Establish scalable, efficient, automated processes for data analyses, model development, validation and implementation,
- Choose suitable DL algorithms, software, hardware and suggest integration methods.
- Ensure AI ML solutions are developed, and validations are performed in accordance with Responsible AI guidelines & Standards
- To closely monitor the Model Performance and ensure Model Improvements are done post Project Delivery
- Provide technical expertise and guidance to support the integration of generative AI solutions into various products and services.
- Coach and mentor our team as we build scalable machine learning solutions
- Strong communication skills and an easy-going attitude
- Oversee development and implementation of assigned programs and guide teammates
- Carry out testing procedures to ensure systems are running smoothly
- Ensure that systems satisfy quality standards and procedures
- Build and manage strong relationships with stakeholders and various teams internally and externally,
- Provide direction and structure to assigned projects activities, establishing clear, precise goals, objectives and timeframes, run Project Governance calls with senior Stakeholders
Skills and Qualifications:
- Strong understanding of machine learning and deep learning principles and algorithms.
- Experience in developing and implementing generative AI models and algorithms.
- Proficiency in programming languages such as Python, TensorFlow, and PyTorch.
- Ability to work with large datasets and knowledge of data preprocessing techniques.
- Familiarity with natural language processing (NLP) and computer vision for generative AI applications.
- Experience in building and deploying generative AI systems in real-world applications.
- Strong problem-solving and critical thinking skills for complex AI problems.
- Excellent communication and teamwork abilities to collaborate with cross-functional teams.
- Proven track record of delivering innovative solutions using generative AI technologies.
- Ability to stay updated with the latest advancements in generative AI and adapt to new techniques and methodologies.
- Application Development- Framework , Langchain, LlamaIndex , Vector DB , Pinecone/Chroma/Weaviate
- Fine Tuning Models- Compute Service, Azure/Google Cloud/Lambda , Data Service, Scale/Labelbox, Hosting Services , Azure/AWS , ML Frameworks , Tensorflow,Pytorch
- Model Hubs- Hugging Face , Databricks ,
- Foundation Models- Open-Source , Mistral,Llama , Proprietary , GPT-4
- Compute Hardware- Specialized hardware for model training and inference, Specialized hardware for model training and inference
- Programming Proficiency -
- Advanced Python Skills - Generative AI Experts should have a deep understanding of Python, including its data structures, OOP’s concepts, and libraries such as NumPy and Pandas. They must be able to write clean, efficient, and maintainable code to implement complex AI algorithms.
- TensorFlow and Keras Expertise - TensorFlow and Keras are widely used in the AI community for building neural networks and deep learning models. Generative AI Experts should have a thorough understanding of these libraries, including how to design neural network architectures, customize loss functions, and optimize models for performance
- Debugging and Optimization - Solving complicated problems is a common part of developing generative AI models. Experts must be adept in debugging methods, such as logging and profiling data to find and address problems quickly. They should also know how to optimize code for memory efficiency and performance, which will help the models manage large-scale datasets
- Effective Data Management - One of the most frequent tasks in AI development is managing big datasets. Experts in generative AI should be adept at manipulating data with tools like Pandas and NumPy. To guarantee that the data they use for their models is of the highest caliber, they need also know how to efficiently preprocess and clean data.
- Version Control and Collaboration - Git and other version control systems are crucial for tracking code changes and fostering developer collaboration in a team environment. To enable smooth cooperation on AI projects, generative AI Experts should be familiar with Git workflows, branching techniques, and handling merge conflicts
17. Deep Learning Expertise - Neural Networks , Convolutional Neural Network , Recurrent Neural Network
18. Knowledge of Generative Models - Transformers and Attention networks , Generative adversarial network
19.Generative AI Basics and Advanced Concepts
- Prompt Engineering - Crafting high-quality prompts is crucial for guiding generative models. Experts should excel in designing prompts that steer the model’s creativity and coherence. They must understand how to fine-tune prompts for tasks like text, image, and music generation.
- Attention Mechanisms - Grasping attention mechanisms in models like Transformers, vital for capturing dependencies and context in generative tasks.
- Application Development Approaches -Familiarity with integrating generative models into applications is essential. This includes deploying models in mobile apps, web applications, or as APIs. Experts should consider factors such as model size, latency, and scalability during deployment.
- Fine-Tuning - Mastery of techniques like fine-tuning language models (e.g., GPT-3) for specific tasks. This involves adjusting model parameters and prompts to generate contextually relevant and accurate outputs.
- RAG (Retrieval-Augmented Generation) - Understanding RAG, a framework that combines generative models with retrieval mechanisms. Experts can use RAG to improve model responses by retrieving relevant information from a large dataset. Proficiency in chaining multiple generative models together to create more complex and diverse outputs. This involves connecting models in a sequence to generate outputs that build upon each other.
- Multimodal Generation - Ability to generate outputs across multiple modalities (e.g., text and images), requiring integration of different generative models.
Subodh Popalwar
Software Engineer, Memorres
Similar jobs
Angular (2+)
AngularJS (1.x)
HTML/CSS
Javascript
Vue.jsAngularJS (1.x)
React.jsAngular (2+)Javascript-
Job Title - Software Engineer - Frontend
-
Reports Into - Lead Frontend Web Developer
-
Location - Hybrid / Bangalore
A Little Bit About Kwalee….
Kwalee is one of the world’s leading multiplatform game developers and publishers, with well over 900 million downloads worldwide for mobile hits such as Draw It, Teacher Simulator, Let’s Be Cops 3D, Airport Security and Makeover Studio 3D. We also have a growing PC and Console team of incredible pedigree that is on the hunt for great new titles to join TENS!, Eternal Hope, Die by the Blade and Scathe.
What’s In It For You?
-
Hybrid working - 3 days in the office, 2 days remote/ WFH is the norm
-
Flexible working hours - we trust you to choose how and when you work best
-
Profit sharing scheme - we win, you win
-
Private medical cover - delivered through BUPA
-
Life Assurance - for long term peace of mind
-
On site gym - take care of yourself
-
Relocation support - available
-
Quarterly Team Building days - we’ve done Paintballing, Go Karting & even Robot Wars
-
Pitch and make your own games on https://www.kwalee.com/blog/inside-kwalee/what-are-creative-wednesdays/">Creative Wednesdays!
Are You Up To The Challenge?
As a Software Engineer - Frontend you’ll be part of the Frontend team, implementing beautiful web designs made by our designers to keep both our site and the internal web-based tools we use fresh and up to date on top of working on new projects alongside this, there is always something new and interesting to work on.
Your Team Mates
The frontend team consists of both our frontend developers and designers, we work closely with all parts of the business to create tools that vary across the whole company, from the publishing team to create a portal for people to submit games, the marketing team on things like our website, all the way to our internal teams for things like administration and analytics.
What Does The Job Actually Involve?
-
Implementing designs for our website/web tools created by our design team
-
Create and update interactive interfaces used throughout the company
Your Hard Skills
-
Minimum 2 years browser-based programming experience
-
A proven track record of programming high quality and innovative web pages using Javascript, HTML5 & CSS3 and relevant frameworks (ideally ReactJS but could also be others e.g. AngularJS, NodeJS, Handlebars, jquery, gulp)
-
An excellent working knowledge of various programming languages, databases and scripting tools including at least one of bash, MySQL, CouchBase, Python, Java, C#, JSP, PHP
-
A creative mindset motivated by challenges and constantly striving for the best
-
Interest in mobile games
Your Soft Skills
Kwalee has grown fast in recent years but we’re very much a family of colleagues. We welcome people of all ages, races, colours, beliefs, sexual orientations, genders and circumstances, and all we ask is that you collaborate, work hard, ask questions and have fun with your team and colleagues.
We don’t like egos or arrogance and we love playing games and celebrating success together. If that sounds like you, then please apply.
A Little More About Kwalee
Founded in 2011 by David Darling CBE, a key architect of the UK games industry who previously co-founded and led Codemasters, our team also includes legends such as Andrew Graham (creator of Micro Machines series) and Jason Falcus (programmer of classics including NBA Jam) alongside a growing and diverse team of global gaming experts.
Everyone contributes creatively to Kwalee’s success, with all employees eligible to pitch their own game ideas on Creative Wednesdays, and we’re proud to have built our success on this inclusive principle.
We have an amazing team of experts collaborating daily between our studios in Leamington Spa, Lisbon, Bangalore and Beijing, or on a remote basis from Turkey, Brazil, Cyprus, the Philippines and many more places around the world. We’ve recently acquired our first external studio, TicTales, which is based in France.
We have a truly global team making games for a global audience, and it’s paying off: - Kwalee has been voted the Best Large Studio and Best Leadership Team at the TIGA Awards (Independent Game Developers’ Association) and our games have been downloaded in every country on earth - including Antarctica!
JavascriptHTML/CSS
jQueryReact.js
React Nativetechnologies namely Blockchain, Machine Learning & Artificial Intelligence, Complex mobile & Web
Apps, IoT, etc.Rejolut is a venture-backed company with clients in over several countries namely
Malaysia Airlines,gba global,my-earth,biomes, Dlg-hub,etc.
We are looking for Tech geeks having hands-on experience and in love with building scalable, distributed and large web/mobile products and tech solutions. He/She must be an excellent problem solver with passion to self-learn and implement web technologies (frontend + backend). He/She would be responsible for the architecture design, code review, and technology build and deployment activities of the product.
Required Skills:-
Knowledge of JavaScript
Experience with web development using HTML, JavaScript ,Jquery, CSS 3.
Experience building Responsive Design layouts using a formal framework like BootStrap
Familiar with best practices (ensuring browser & device compatibility, etc.)
Basic understanding of server-side CSS pre-processing platforms, such as LESS and SASS
Understanding of asynchronous request handling, partial page updates, and AJAX
Basic understanding of web development and hands-on integration experience
Clean coding style with clear separating of UI and functionality.
Building reusable components and front-end libraries for future use
Rejolut - As a Career Differentiator
- We are a young and dynamic team who are obsessed with solving futuristic and evolutionary business problems at scale with the next generation technology like blockchain, crypto and machine learning. Focuses on empowering people across the globe to be technically efficient, making advancements in technology and providing new capabilities that were previously thought impossible.
- We provide exposure to higher learning opportunities so that you can work on complex and cutting edge technology like React, React Native, Flutter, NodeJS, Python, Go, Svelte, WebAssembly. Strong expertise in blockchain and crypto technology and working with the networks like Hedera Hashgraph, Tezos, BlockApps, Algorand, Cardano.
- We maintain high end transparency with clients and employees as visibility unlocks Efficiency and trust unlocks Visibility.
- Company is backed by two technology Co-founders, well-versed with consumer applications and their work has been downloaded millions of times and have led teams in leadership positions in companies like Samsung, Purplle, Loylty Rewardz.
Benefits :
> Health Insurance
> Fast growth and more visibility into the company
> Experience to work on the latest technology
> Competitive Learning Environment with supportive co-workers
> Employee friendly HR Policies
> Paid leaves up to certain limits
> Competitive salaries & Bonuses
> Liberal working atmosphere
> Get mentored by the best in the industry
Schedule:
Day Shift/Flexible working hours
Monday to Friday
Javascript
BootstrapHTML/CSS
PHP|
· 3-5 years professional experience in designing and developing web portals and large-scale web applications. · Must have strong hands-on experience of implementing Web application using JavaScript, JQuery, DOM, HTML5, CSS 3.0, LESS/SCSS, Bootstrap. · Experience with server side development and templating using TWIG, PHP, Python or similar language. · Strong grasp and experience with responsive web design and latest version of Bootstrap. · Experience with cross-browser and cross-platform (Desktop, Mobile, etc.) development and testing. · Experience optimizing front-end code for peak performance using speed and optimization testing tools (Pagespeed Insights, Lighthouse, Webpagetest, etc). · Solid familiarity with modern front-end build pipelines and tools. · Ability to understand business requirements and translate them into technical requirements. Previous experience with Version control with Git. |
Python
Amazon Web Services (AWS)Location: Pune/Nagpur/Bangalore/Hyderabad
Exp: 5-9yrs
Should have good experience in Python
Must have experinece in AWS(any technology).
React.jsJavascript
Redux/FluxHTML/CSS
GitAbout Us:
Docsumo is Document AI software that helps enterprises capture data and analyze customer documents. We convert documents such as invoices, ID cards, and bank statements into actionable data. We work with clients such as PayU, Arbor and Hitachi and are backed by Sequoia, Barclays, Techstars, and Better Capital.
Responsibilities:
- You will be responsible for overseeing the development of Docsumo React webapp. You will be working closely with the founders and lead the frontend development.
- Serve as a thought leader and mentor on technical, architectural, design and related issues.
- You will responsible to provide oversight, accountability, and leadership for technical decisions
- You will be designing and building modules in React within the Docsumo webapp. The webapp is the main way for customers to consume Docsumo APIs.
- Own and Implement the features using the technology stack that we have in place while bringing in flavours of latest but proven trends and methods
- Contribute to Product and Design ideas and Implement them as your own product. We value everyone’s inputs.
- Work with our hiring team to hire amazing engineers who will expand the Docsumo culture and product.
Skills:
- At least 6 years years experience building React webapps
- Demonstrated ability to build webapps from scratch using React. Demonstrated ability of managing frontend engineers
- Proven skills in developing a production level end to end UI application on their own
- Excellent command over HTML5, CSS, Javascript & React, Redux
- Familiarity with Version Control tools such as Git
- Theoretical and practical knowledge of SQL / NoSQL databases with hands-on experience in at least one database system
- Must be self-motivated, flexible, collaborative, with an eagerness to learn
- Comfortable working in an Agile work environment with an incredibly fast pace and a large degree of independence.
C++Python- Good Knowledge on CATIA V6 Customization using CAA
- Proficient in Programming Languages like C++ or Python or C#
- Knowledge on GSD & Part Workbench of CATIA V6
- Requirement gathering Analysis Design Development
- Conducting Unit Testing on developed CAA functionalities
- Strong knowledge of CATIA V6 and CAA development 3D Design
- Basic Knowledge on 3DExperience
- Good Communication Skills
- Required experience: 2- 8 years
- Remote and Onsite working in Germany and Nagpur, India
JavascriptHTML/CSSBootstrapjQueryPythonExperience : Minimum 1 year to 2 years experience required.
Education: Any Engineering Graduate
Work Location: Anywhere in India (Remote Work)
Job Requirements:
- 1+ years of professional experience in Information Technology field as Front End Developer
- Strong experience in HTML, CSS, Java Script, JQuery and Bootstrap
- Knowledge of formal methods and techniques in software development
- Experience / Knowledge in the following technologies/languages/libraries/frameworks:
- Exposure server side programming using Python / PHP / Java / C#
- Experience with Version Control Software (GIT)
- Ability to work independently and direct a team of any size (small to medium or large)
- Excellent written and oral communication skills
If the above assignment and work practice are exciting you, then apply. We will invite video call meeting for shortlisted candidates after assessment.
JavascriptHTML/CSS
JavaPHPJavascriptPythonReact.jsBootstrapAngular (2+)
Follow CutshortSubodh Popalwar
Software Engineer, Memorres