
Responsibilities
• Model Development and Optimization: Design, build, and deploy NLP models, including transformer models (e.g., BERT, GPT, T5) and other SOTA architectures, as well as traditional machine learning algorithms (e.g., SVMs, Logistic Regression) for specific applications.
• Data Processing and Feature Engineering: Develop robust pipelines for text preprocessing, feature extraction, and data augmentation for structured and unstructured data.
• Model Fine-Tuning and Transfer Learning:
Fine-tune large language models for specific applications, leveraging transfer learning techniques, domain adaptation, and a mix of deep learning and traditional ML models.
• Performance Optimization: Optimize model performance for scalability and latency, applying techniques such as quantization, ONNX formats etc.
• Research and Innovation: Stay updated with the latest research in NLP, Deep Learning, and Generative AI, applying innovative solutions and techniques (e.g., RAG applications, Prompt engineering, Self-supervised learning).
• Stakeholder Communication: Collaborate with stakeholders to gather requirements, conduct due diligence, and communicate project updates effectively, ensuring alignment between technical solutions and business goals.
• Evaluation and Testing: Establish metrics, benchmarks, and methodologies for model evaluation, including cross-validation, and error analysis, ensuring models meet accuracy, fairness, and reliability standards. • Deployment and Monitoring: Oversee the deployment of NLP models in production, ensuring seamless integration, model monitoring, and retraining processes.

About Draup
About
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- Strong UI/UX Designer profile, with a focus on Mobile Apps and Data-driven solutions
- Mandatory (Experience 1): Must have minimum 4+ years of experience in designing B2C mobile Apps, that show strong data visualization works (e.g., wearable tech, Fitness, Fin-Tech, or Health-tech apps)
- Mandatory (Experience 2): Should have designed mobile applications that display and interpret complex data (e.g., battery usage, health vitals, financial analytics)
- Mandatory (Portfolio): Strong Mobile App designs with complex Data-heavy designs (e.g., battery usage, health vitals, financials etc)
- Mandatory (Background): Must be from Top Design Institutes (e.g., NID, MIT, Design) OR from a Top-tier B2C product company with a high-quality mobile app design portfolio
- Mandatory (Company) - B2C Product Companies only (highly preferred - iOT Apps, Health Apps, Fin-Tech apps etc)
- Mandatory (Exclusion) - DONT want candidates who have mainly worked on catalog-based apps (like eCommerce, Quick Commerce etc)
Preferred Companies
- iOT Apps: likes of Ultrahuman, Ola Electric, BeatXP, HealthifyMe
- Data-centric B2C mobile products.: likes of Cred, JupiterMoney etc
A Bachelors degree in computer science, computer engineering, other technical discipline, or
equivalent work experience
•7+ years of software development experience
•3-5 years of experience leading teams of engineers
•Demonstrated experience with Agile or other rapid application development methods
•Demonstrated experience with object-oriented design and coding
•Demonstrated experience on these core technical skills (Mandatory)
•Core Java, Spring Framework, Java EE
•Hadoop Ecosystem (HBase, Hive, MapReduce, HDFS, Pig, Sqoop etc)
•Spark
•Relational Database (PostGreS / MySQL / DB2 etc)
•Data Serialization techniques (Avro)
•Cloud development (Micro-services)
•Parallel & distributed (multi-tiered) systems
•Application design, software development and automated testing
•Demonstrated experience on these additional technical skills (Nice to Have)
•Unix / Shell scripting
•Python / Scala
•Message Queuing, Stream processing (Kafka)
•Elastic Search
•AJAX tools/ Frameworks.
•Web services , open API development, and REST concepts
•Experience with implementing integrated automated release management using
tools/technologies/frameworks like Maven, Git, code/security review tools, Jenkins,
Automated testing and Junit

Pattern Agentix (patternagentix.com) is seeking a computational bilogist to assume the role of Lead AI researcher to create advanced multi-agent AI systems leveraging cutting-edge AI research and Retrieval-Augmented Generation (RAG) techniques. The ideal candidate should have a strong academic and research background in AI, demonstrated through published research papers, open-source contributions (e.g., GitHub).
Exposure to bioinformatics or some background in bioinformatics is a compulsory requirement. The candiate will apply computational techniques, mathematical models, and computer science skills to analyze and interpret complex biological data.
Required Skills & Experience
Master’s or Ph.D. in AI, Machine Learning, Computer Science, or a related field with some exposure to bioinformatics.
Strong AI research background, demonstrated through peer-reviewed publications in top-tier AI/ML conferences or journals (e.g., NeurIPS, ICML, AAAI, CVPR, ACL, etc.).
Proficiency in Python and experience with AI/ML frameworks (e.g., PyTorch, TensorFlow).
Experience with multi-agent AI systems and their architectural design.
Project Scope
The project involves developing a sophisticated multi-agent system that:
that automates hypothesis generation in biomedical research using large bimedical research data sets..
We are open on compensation models but compensation will be aligned to local norms. We would consider part time or full time.


We are looking for passionate, talented, and motivated Developers to join our team and help deliver high-quality technical solutions. If you’re excited about working on the newest technologies and delivering value with a sense of ownership, then you should join us.
What you will do:
- Write clean code that follows industry standards and best practices.
- Participate in architectural discussions to improve our technology stack.
- Innovate ideas to promote best practices.
- Work closely with cross-functional stakeholders to make collaboration better between teams.
- Deliver high-quality and maintainable code using test-driven methodologies.
- Participate and contribute towards improving the development process and practices within the team and across the organization.
Qualifications:
- You will have a minimum of 3 years of industry experience developing on the FullStack
- Experience with CSS, HTML, Javascript
- Experience with RESTful services
- Knowledge and experience in building scalable Node.js applications
- Continuous integration/continuous deployment experience
- Experience with building tools such as Webpack, grunt, gulp, babel etc.
- Strong desire to learn and share knowledge with others
Desired Skills:
- Strong understanding of data structures and design patterns
- Experience with one or more front-end Javascript frameworks is a BIG plus
- Full understanding of the complete web technology stack including how to architect highly scalable solutions
- Experience with Relational or NoSQL databases
- Working knowledge of AWS services.


Roles and Responsibilities
Build websites using WordPress
Write coding using HTML and CSS
Design new features for existing websites.
Customize themes to meet existing website requirements
Web Technologies/scripts: AJAX, HTML HTML 5, XHTML, CSS 3, JavaScript, Json-LD, DHTML,
XML/Web Services, XSLT, Soap, NUSOAP, CSS Webkit
Webservers: Apache, IIS, WAMP, XAMMP
Editors: Macromedia Dreamweaver, Notepad++, Text pad.
Versioning Tools: SVN, CVS, VSS, TortoiseCVS.
Operating Systems: Linux, Windows 7, Windows Vista, WINDOWS XP.
CMS: Joomla, Mambo, Drupal, Wordpress
Web Editors: FCK, TinyMCE
Administrative Tools: PhpMyAdmin, Navicat, SQLYOG, Toad
Framework: MVC, CodeIgniter, Zend, CakePHP
Languages PHP4/5
Databases: MySQL4/5, SQL SERVER, Oracle
- 4+ years Java developer.
- Very Strong Java Coding skills.
- API and Microservices experience
• Experience in Database Development and Support in MS SQL Server environments.
• Hands-on End to End Database Development encompassing Database Design and Development
working with cross-functional teams.
• Hands-on experience of Transact SQL(T-SQL) utilizing SQL Server 2016 and above.
• Excellent understanding of T-SQL programming
• Hands-on experience in SQL - writing hands on experience in complex stored procedure, function,
triggers
• Sound knowledge of SQL Server Reporting Services (SSRS) and SQL Server Analysis Services (SSAS)
• Develop, implement and optimize stored procedures and functions using T-SQL
Review and interpret ongoing business report requirements
• Analyze existing SQL queries for performance improvements.
• Develop procedures and scripts for data migration Provide timely scheduled manage
The ideal candidate is comfortable understanding varied processes and requirements and is able to convert them to simple workflows. The candidate is a systems thinker and is able to understand how to build systems and also comfortable looking at data to make decisions and build business cases.
Responsibilities
- Work with key stakeholders to solve for the biggest impediments to scale
- Build a process that is easy to execute and monitor to handle the complexities of product success.
- Lower processing times and drive process excellence by building tools and processes that leverage intelligence and automation
Qualifications
- 4 years or more experience as a product manager or project manager is highly preferred
- Prior experience as a manager for a product is a must.
- Demonstrated ability to think both strategically and tactically, including the ability to formulate data-driven and result-oriented decisions.
- Ability to prioritize in an ambiguous environment.
- Exceptional interpersonal, communication (spoken and written) and influencing skills and an ability to navigate a complex and unstructured cross-functional environment.
- Plan and execute all digital marketing, including SEO/SEM, marketing database, email, social media and display advertising campaigns
- Design, build and maintain our social media presence
- Measure and report performance of all digital marketing campaigns, and assess against goals (ROI and KPIs)
- Identify trends and insights, and optimize spend and performance based on the insights
- Brainstorm new and creative growth strategies
- Plan, execute, and measure experiments and conversion tests
- Collaborate with internal teams to create landing pages and optimize user experience
- Utilize strong analytical ability to evaluate end-to-end customer experience across multiple channels and customer touch points
- Instrument conversion points and optimize user funnels
- Collaborate with agencies and other vendor partners
- Evaluate emerging technologies. Provide thought leadership and perspective for adoption where appropriate
Requirements
- Bachelor’s degree in Marketing or relevant field.
- In-depth knowledge of various social media platforms, best practices, and website analytics.
- Solid understanding of HTML, CSS, and JavaScript is required.
- Highly creative with excellent analytical abilities.
- Outstanding communication and interpersonal skills.
- Up-to-date on the latest trends and technologies in digital marketing.

