Machine Learning (ML)
Deep Learning------------------------
Solve problems in speech and NLP domain using advanced Deep learning and Machine Learning techniques. Few examples of the problems are -
* Limited resource Speaker Diarization on mono-channel recordings in noisy environment.
* Speech Enhancement to improve accuracy of downstream speech analytics tasks.
* Automated Speech Recognition for accent heavy audio with a noisy background.
* Speech analytic tasks, which include: emotions, empathy, keyword extraction.
* Text analytic tasks, which include: topic modeling, entity and intent extraction, opinion mining, text classification, and sentiment detection on multilingual data.
A typical day at work
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You will work closely with the product team to own a business problem. You will then model the business problem into a Machine Learning problem. Next you will do literature review to identify approaches to solve the problem. Test these approaches, identify the best approach, add your own insights to improve the performance and ship that to production!
What should you know?
---------------------------------
* Solid understanding of Classical Machine Learning and Deep Learning concepts and algorithms.
* Experience with literature review either in academia or industry.
* Proficiency in at least one programming language such as Python, C, C++, Java, etc.
* Proficiency in Machine Learning tools such as TensorFlow, Keras, Caffe, Torch/PyTorch or Theano.
* Advanced degree in Computer Science, Electrical Engineering, Machine Learning, Mathematics, Statistics, Physics, or Computational Linguistics
Why DeepAffects?
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* You’ll learn insanely fast here.
* Esops and competitive compensation.
* Opportunity and encouragement for publishing research at top conferences, paid trips to attend workshop and conferences where you have published.
* Independent work, flexible timings and sense of ownership of your work.
* Mentorship from distinguished researchers and professors.
Shubham Vishwakarma
Full Stack Developer - Averlon
About DeepAffects
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PostgreSQLFull-Stack Machine Learning Engineer
Role: Full-Time, Long-Term Required: Python Preferred: C++
OVERVIEW
We are seeking a versatile ML engineer to join as a core member of our technical team. This is a long-term position for someone who wants to build sophisticated production systems and grow with a small, focused team. You will work across the entire stack—from data ingestion and feature engineering through model training, validation, and deployment.
The ideal candidate combines strong software engineering fundamentals with deep ML expertise, particularly in time series forecasting and quantitative applications. You should be comfortable operating independently, making architectural decisions, and owning systems end-to-end.
CORE TECHNICAL REQUIREMENTS
Python (Required): Professional-level proficiency writing clean, production-grade code—not just notebooks. Deep understanding of NumPy, Pandas, and their performance characteristics. You know when to use vectorized operations, understand memory management for large datasets, and can profile and optimize bottlenecks. Experience with async programming and multiprocessing is valuable.
Machine Learning (Required): Hands-on experience building and deploying ML systems in production. This goes beyond training models—you understand the full lifecycle: data validation, feature engineering, model selection, hyperparameter optimization, validation strategies, monitoring, and maintenance.
Specific experience we value: gradient boosting frameworks (LightGBM, XGBoost, CatBoost), time series forecasting, probabilistic prediction and uncertainty quantification, feature selection and dimensionality reduction, cross-validation strategies for non-IID data, model calibration.
You should understand overfitting deeply—not just as a concept but as something you actively defend against through proper validation, regularization, and architectural choices.
Data Pipelines (Required): Design and implement robust pipelines handling real-world messiness: missing data, late arrivals, schema changes, upstream failures. You understand idempotency, exactly-once semantics, and backfill strategies. Experience with workflow orchestration (Airflow, Prefect, Dagster) expected. Comfortable with ETL/ELT patterns, incremental vs full recomputation, data quality monitoring, database design and query optimization (PostgreSQL preferred), time series data at scale.
C++ (Preferred): Experience valuable for performance-critical components. Writing efficient C++ and interfacing with Python (pybind11, Cython) is a significant advantage.
HIGHLY DESIRABLE: MULTI-AGENT ORCHESTRATION
We are building systems leveraging LLM-based automation. Experience with multi-agent frameworks highly desirable: LangChain, LangGraph, or similar agent frameworks; designing reliable AI pipelines with error handling and fallbacks; prompt engineering and output parsing; managing context and state across agent interactions. You do not need to be an expert, but genuine interest and hands-on experience will set you apart.
DOMAIN EXPERIENCE: FINANCIAL DATA AND CRYPTO
Preference for candidates with experience in quantitative finance, algorithmic trading, or fintech; cryptocurrency markets and their unique characteristics; financial time series data and forecasting systems; market microstructure, volatility, and regime dynamics. This helps you understand why reproducibility is non-negotiable, why validation must account for temporal structure, and why production reliability cannot be an afterthought.
ENGINEERING STANDARDS
Code Quality: Readable, maintainable code others can modify. Proper version control (meaningful commits, branches, code review). Testing where appropriate. Documentation: docstrings, READMEs, decision records.
Production Mindset: Think about failure modes before they happen. Build in observability: logging, metrics, alerting. Design for reproducibility—same inputs produce same outputs.
Systems Thinking: Consider component interactions, not just isolated behavior. Understand tradeoffs: speed vs accuracy, flexibility vs simplicity. Zoom between architecture and implementation.
WHAT WE ARE LOOKING FOR
Self-Direction: Given a problem and context, you break it down, identify the path forward, and execute. You ask questions when genuinely blocked, not when you could find the answer yourself.
Long-Term Orientation: You think in years, not months. You make decisions considering future maintainability.
Intellectual Honesty: You acknowledge uncertainty and distinguish between what you know versus guess. When something fails, you dig into why.
Communication: You explain complex concepts clearly and document your reasoning.
EDUCATION
University degree in a quantitative/technical field preferred: Computer Science, Mathematics, Statistics, Physics, Engineering. Equivalent demonstrated expertise through work also considered.
TO APPLY
Include: (1) CV/resume, (2) Brief description of a production ML system you built, (3) Links to relevant work if available, (4) Availability and timezone.
Foxy:
Our first product, FOXY, is an artist led commerce platform for beauty, grooming and personal care. Foxy is committed to bringing the best, latest and 100% genuine beauty products from across the world, as recommended by top influencers. We connect consumers with beauty influencers, artists and top brands, ensuring users' shopping experiences are unique. We understand that everyone's Beauty and Personal Care needs are unique, and thus our users all have a tailor made and personalised shopping experience through our platform.
Sustainability is at the core of FOXY and we are working towards creating a future with less pollution.
Category Manager
As a Category Manager, the individual would own the respective category P&L, growth strategy and brand partnerships. This is a critical role for the organization.
The responsibilities will include but are not limited to:
- Identifying the right product & brand mix for growth, bringing brands on board and building a long term synergistic relationship
- Creating a growth calendar and aligning brands, offers, marketing, curation & content to drive sales
- The person would be the business owner for his/ her categories. The role entails leveraging know how of internal and external variables to deliver sales and outreach of categories. The role entails forecasting, monitoring, understanding and reporting on the category. The role also requires the incumbent to drive strategic projects and promotions to achieve business objectives.
- Building deeper connect with brands and driving adoption of our brand platform solutions
- We are a data driven, tech first and fast growing organization and the individual needs to be performance driven, output oriented and ready for a start-up
- Category management experience with Leading Retail/ Ecommerce / beauty industry.
- Perform daily account management on Google AdWords, Facebook, Bing and other search platforms.
- Assist in the maintenance and monitoring of keyword bids, Account daily and monthly budget caps, impression shares, quality score & other important account metrics.
- Provide creative copy suggestions and graphical ad templates.
Assist in the management of Display network placement lists on AdWords & through other contextual advertising platforms.
- Can devise strategies to increase ROI – Is good at increasing CTR & reducing the cost per clicks
- Support the generation of new paid search campaigns, ad groups, and accounts and aid in the creation of new paid search marketing initiatives.
- Able to understand the business website thoroughly so as to implement a strategic plan for Google AdWords
- Keep pace with search engine and PPC industry trends and developments
Java
Kotlin
Android DevelopmentRoles and Responsibilities for Android Developer(2-4yrs)
- Creating Android Apps using native technologies set Java, Kotlin, Android studio.
- Developing, releasing, and maintaining Android Applications and also coordinate and participate in the backend coding, API development, and testing.
- Ability to participate in the design process also, be able to understand user experience and work with design team accordingly.
- Good understanding of the latest Android features and libraries such as Retrofit, Volley, SQLite, RxJava.
- Good understanding of designing architecture such as MVC, MVP, MVVM.
- Familiarity with RESTful APIs, SDK integration, Firebase, and Analytics platforms.
- Good Knowledge in OO design, JAVA, Kotlin, RESTful APIs, JSON, Android SDK, Eclipse and Android Studio and also AWS.
- Knowledge of SQLite, Graph & Chart API and other Google APIs and UI & UX designing.
- Optimizing performance for the apps and keep up to date on the latest industry trends in the mobile technologies.
- Good grasp of algorithms, design patterns, memory management, and multithreaded programming.
- An experience with other technologies like iOS development, swift, react native, php, APi development, DB programming can be a big plus.
- Experience in dealing with Google play store communication, app rejection, iTunes Apple store.
Desired Candidate Profile
- Must have at least 3 years of experience in native android development.
- Must be graduate with computer science subjects or MCA.
- Must be good in both written and verbal English.
- Must have research skills, ability to troubleshoot and work on exceptions is top priority.
PHP
CodeIgniter
LaravelFreshers without sound knowledge on the above please do not apply.
Vue.js
AngularJS (1.x)
React.js
Angular (2+)
JavascriptClient Client is an MNC that provides online display advertisements focussed on retargeting to brand audience. It offers personalized retargeting tools for internet firms, marketing experts and publishers ranging from customer acquisition, audience match and App advertisement to design and analytical tools.
Role: : Technical Solutions Engineer, Reseller & Agency Solutions
Location: Hyderabad
Salary 14-18 LPA
Job Description
Roles & Responsibilities
- Understanding of Criteo products’ integration flows from a technical and sales perspective
- Provide the necessary technical trainings to the Resellers
- Discuss integrations with commercial representatives and support them through the process
- Plan the communication strategy with the resellers to improve efficiency
- Co-ordinate 3rd parties involved on each integration
- Providing feedback to both our internals’ engineering team and the reseller
- Pipeline reporting
- Work in a fast-paced innovative environment and be cool under pressure Optimize existing client set up.
- Support the troubleshoot of live campaigns to improve campaign performance and customer satisfaction
- Support the technical rollout of new products added on the client’s portfolio such as App or Web Continuous improvement of processes and tools:
- Participate with the wider global team to improve and develop new tools and processes.
- Contribute to the improvements of the product integration methodology
- Redefine processes to make the Technical Solutions team more efficient and be partners of the business teams
- Proactive development of tools and solutions that will support the growth of our South APAC team and facilitate the day-to-day job of your team members
- Provide guidance to other team members on areas of expertise
- Identify bugs, report them and work close to our internal teams on their resolution
Who You Are
- Degree in computer science or technology related degree.
- Fluent in English, both spoken & written.
- Experience in reviewing and debugging code in the following software languages: HTML, JavaScript, XML, SQL
- Experience related to Android and iOS platforms is advantageous.
- Strong interpersonal and communication skills across all levels of interlocutors
- Experience working closely with internal clients throughout the full implementation of the project.
- Ability to work on multiple projects at once, prioritize and execute a large number of tasks, and resolve issues quickly
- Proactivity associated to a “can do” way of working
- Team spirit oriented, sharing best practices and open to train other team members
- Problem solving and a positive attitude in a fast pace environment
- Autonomous personality and interested in taking initiatives and lead on projects
- Can work in full autonomy and as part of a team.
- Attention to detail to act as a consultant and be reactive in front of any potential situations
- Passion for new media, internet trends and continual learning
JavaKotlinAndroid Development- Proven software development experience and Android skills development
- Proven working experience in Android app development and
- Have published at least one original Android app
- Experience with Android SDK
- Experience working with remote data via REST and JSON
- Experience with third-party libraries and APIs
- Working knowledge of the general mobile landscape, architectures, trends, and emerging technologies
- Solid understanding of the full mobile development life cycle
ob Description: As a "Business Development Executive", you will be responsible for Lead generation, initial requirement analysis, scope analysis, creating functional flow documents & pre coding documentation like SRS, PPS, etc. technical and commercial documentation, client interaction and hand-holding during the project implementation. You are required to prepare project plan and execution strategy along with the Project Managers and serve as bridge between the client and the software development team. You will be handling client interaction and demos too. You can look at a decent base salary with lucrative incentives and a chance to work closely with the core team.
Requirements
Qualification: MCA/MBA in Systems, Commerce graduates with relevant exp also welcome.
Skill Set: Excellent command on written English, Business/System analysis, Project price/time estimation, Software marketing
Experience: 2-4 years
Location: Indore
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Amazon Web Services (AWS)Full Stack Developers at The Seenit Co. are passionate about using technology to create an impact on the world they live in. At Seenit, you will get to collaborate with an accomplished team that loves solving real-world problems. You will get to work on cutting edge projects that will shape the next phase of growth for the global luxury industry.
Seenit’s suite of products enables the leading luxury retailers around the world to transform their customer experience and build loyal relationships with their customers. The apps allow retailers to make use of their existing infrastructure and resources to deliver a truly omnichannel experience in today's rapidly changing world of shopping.
We would welcome someone to the team who:
- Loves to write “clean”, well designed code to solve complex problems
- Can design, develop and test the core product software and databases to ensure strong optimization and functionality
- Is inclined to contribute in all phases of the development lifecycle and takes end to end ownership of the project
- Follows best industry practices
- Is excited to support others to succeed and shine in a collaborative team culture
Your application will require you to have:
- 4+ years experience building backend services for production web applications
- Experience in working with AGILE methodology
- Experience deploying softwares to cloud providers such as GCP, AWS
- Good knowledge of NoSQL databases, and query optimisations
- Experience with MongoDB, Express JS, React JS, Node JS, TypeScript
- Experience with caching implementation using Redis
- Experience with Elastic Search will be an added advantage.
- Previous exposure to leading a team of 3 or more full stack developers will be an added advantage
- MongoDB for database(NoSQL)
- React JS for web front end(TypeScript)
- Express JS and Node JS for web servers
- AWS is our cloud provider
- Redis for caching
You should work with us because:
- We’re a relaxed diverse group and don’t take ourselves too seriously
- We're creative and want to change the world while we're at it (yes we do!)
- Our products have an international audience and our partners are around the globe
- Team lunches are more frequent than team meetings
- We love to travel and will ask you to take time off to refresh
What you will do:
- Overseeing the product development to build a best in class digital news product
- Building innovative features for personalisation and improving engagement levels
- Maintaining a clear understanding of the business’s full portfolio of products in print/ publication and digital form in order to determine the form of strategies most suited to the business.
- Being in charge of seeing through the execution of these strategies, proof checking, and overseeing the positioning of all advertising initiatives/ campaigns.
- Strategic structuring of the commercial and monetization models and leading their execution
- Defining the digital revenue roadmap to increase the market share, increasing content consumption through innovative means as well as by leveraging upon partner relations.
- Making efforts towards the evolution of strategies upon identification of new opportunities for capitalizing on sales.
- Maintaining strong relationships with the existent and prospective consumer base in order to determine their needs and formulate advertisement sales solutions that will address those needs.
- Maintaining relationships with external advertising agencies, dealing in print, broadcast, and digital/ online media in negotiating advertisement contracts.
- Building a hi-performance team comprising Advertising Sales, Product managers, Software developers, Data Scientists and others in order to fulfil the strategic roadmap
- Anticipating market trends, identifying customer needs, and understanding how our range of product offerings can grow their business
- Setting the standards and defining the sales culture, assessing the structure and strategy of the business, and being a thought leader
- Managing and building relationship with key catalysts in the media space
- Driving growth through newer opportunities & new platforms partnerships.
What you need to have:
- Must understand online businesses - ecommerce, D2C brands, subscription brands etc.
- Experience in building digital platform from scratch
- Should have exp in monetization, video content marketing, ecommerce
- Some experience in content lead business is good to have
- Must be able to build the product and also work on monetization of the product in parallel
- Must have understanding of how to an audience online
- Some entrepreneurial experience is good to have
- Tier 1 MBA + B.Tech is desired
Follow CutshortShubham Vishwakarma
Full Stack Developer - Averlon