
Design and implement an event-level media recommendation engine.
Build candidate recall based on event, venue, time phase, GPS range, media status, and audience type.
Implement visual similarity recall using image embeddings such as SigLIP.
Work with vector search engines such as Qdrant.
Design ranking scores based on freshness, geo distance, event phase, image quality, popularity, and user behavior.
Build recommendation logs for impression, click, dwell time, like, save, share, download, and group join.
Help design attribution analysis and feedback loops for continuous recommendation improvement.
Integrate the recommendation service with our Node.js backend and Flutter app.
Build APIs for feed ranking, similar media search, media upsert, and interaction tracking.
Help us move from rule-based ranking to data-driven ranking as usage grows.

About Shuling technology
About
Similar jobs
Role: Senior Content Editor
Job Type: Full-time
Exp: 4-6 yrs
Location: Ambattur, Chennai
Requirements:
Roles and responsibilities:
- Review and edit articles for grammar, spelling, punctuation, and style.
- Ensure clarity, coherence, and consistency in writing.
- Conduct meticulous final checks to catch any errors, inaccuracies, or formatting issues.
- Collaborate with writers to address feedback and make necessary revisions.
- Uphold and enforce high editorial standards to maintain the publication's credibility.
- Verify the accuracy of information, perform fact-checking, and address any discrepancies.
- Execute the final approval process for articles before publication.
- Utilize content management systems (CMS) to publish and schedule articles and multimedia content.
- Manage tight deadlines and prioritize tasks effectively to meet publishing schedules.
- Stay on top of industry trends, developments, and best practices in the crypto and blockchain space.
- Contribute insights to discussions on improving editorial processes and content quality.
Qualifications:
- Bachelor's degree in Journalism, English, Communications, or a related field.
- Proven experience as an editor in a digital media environment.
- Exceptional command of the English language, with strong writing and editing skills.
- Familiarity with the crypto and blockchain industry is a plus.
- Proficiency in using content management systems (CMS).
We are also accepting application for this profile from Content Editor and Senior Content Editor.
Let’s get started on building your path to success!
Review Criteria
- Strong Data Scientist/Machine Learnings/ AI Engineer Profile
- 2+ years of hands-on experience as a Data Scientist or Machine Learning Engineer building ML models
- Strong expertise in Python with the ability to implement classical ML algorithms including linear regression, logistic regression, decision trees, gradient boosting, etc.
- Hands-on experience in minimum 2+ usecaseds out of recommendation systems, image data, fraud/risk detection, price modelling, propensity models
- Strong exposure to NLP, including text generation or text classification (Text G), embeddings, similarity models, user profiling, and feature extraction from unstructured text
- Experience productionizing ML models through APIs/CI/CD/Docker and working on AWS or GCP environments
- Preferred (Company) – Must be from product companies
Job Specific Criteria
- CV Attachment is mandatory
- What's your current company?
- Which use cases you have hands on experience?
- Are you ok for Mumbai location (if candidate is from outside Mumbai)?
- Reason for change (if candidate has been in current company for less than 1 year)?
- Reason for hike (if greater than 25%)?
Role & Responsibilities
- Partner with Product to spot high-leverage ML opportunities tied to business metrics.
- Wrangle large structured and unstructured datasets; build reliable features and data contracts.
- Build and ship models to:
- Enhance customer experiences and personalization
- Boost revenue via pricing/discount optimization
- Power user-to-user discovery and ranking (matchmaking at scale)
- Detect and block fraud/risk in real time
- Score conversion/churn/acceptance propensity for targeted actions
- Collaborate with Engineering to productionize via APIs/CI/CD/Docker on AWS.
- Design and run A/B tests with guardrails.
- Build monitoring for model/data drift and business KPIs
Ideal Candidate
- 2–5 years of DS/ML experience in consumer internet / B2C products, with 7–8 models shipped to production end-to-end.
- Proven, hands-on success in at least two (preferably 3–4) of the following:
- Recommender systems (retrieval + ranking, NDCG/Recall, online lift; bandits a plus)
- Fraud/risk detection (severe class imbalance, PR-AUC)
- Pricing models (elasticity, demand curves, margin vs. win-rate trade-offs, guardrails/simulation)
- Propensity models (payment/churn)
- Programming: strong Python and SQL; solid git, Docker, CI/CD.
- Cloud and data: experience with AWS or GCP; familiarity with warehouses/dashboards (Redshift/BigQuery, Looker/Tableau).
- ML breadth: recommender systems, NLP or user profiling, anomaly detection.
- Communication: clear storytelling with data; can align stakeholders and drive decisions.
Job Summary:
We are seeking a passionate and energetic Fashion Assistant to support our brand and design teams across various functions including styling, trend research, product development, and campaign coordination. This role is ideal for someone who understands contemporary fashion, follows global trends, and is eager to grow within a fast-paced retail and lifestyle environment.
Key Responsibilities:
- Assist in product styling and coordination for lookbooks, catalog shoots, and e-commerce platforms.
- Coordinate with buying, merchandising, and marketing teams for sample tracking, approvals, and visual consistency.
- Track competitor trends, pricing strategies, and category-wise product offerings.
- Prepare presentation decks, swatch files, and styling concepts for seasonal launches.
About Us:
Saint-Gobain group through its group company Grindwell Norton Limited has established INDEC - an International Delivery Center in Mumbai to provide IT solutions and services to the groups’ businesses Globally.
INDEC is currently organized into INDEC Application Development, INDEC Infrastructure Management and Cyber Security Management.
While INDEC Apps specializes in Software application development and maintenance services (ADM), INDEC Infra specializes in monitoring and managing the key IT infrastructure assets of the group deployed globally across 70 countries worldwide. INDEC provides IT Services and Solutions to the Saint-Gobain group through its state-of-the-art delivery centers based at Andheri – East in Mumbai. There are approximately 1200+ associates working in INDEC currently.
INDEC Infra operates on the following service lines: Network Coordination Center (NCC/NOC), Data Center Infrastructure Support, IT Standards, Tools Engineering and Reporting Automation.
INDEC Cybersecurity provides 24/7 Security monitoring to detect & react on any suspicious activity in Saint- Gobain. It provides services on vulnerability scanning, web application firewall, endpoint protection, strong authentication, digital certificate, Win 10 MBAM and SFTS support.
Company Website:
https://www.saint-gobain.co.in/indec
Required Skills: Core PHP, PHP Framework, Angular JS, MY SQL
Key Responsibilities:
1. Maintenance of existing Portal developed in Core PHP
2. Redeveloping the existing portals using new technologies
3. Develop new portal as per user expectation using APIs

- AWS Cloud, CICD, Serverless setups, Monitoring Setup
- Performance setup, scalability in hands experience, Linux expertise, DevOps Operations
- AWS Cloud, CICD, Serverless setups, Monitoring Setup, Performance setup, scalability in hands experience, Linux expertise, DevOps Operations.
Are you looking to work in a fast-paced technology company that helps you grow in your career? A job that allows you to be part of a high-growth passionate environment that rewards your hard work with extremely aggressive learning? Come to work in the VizExperts' R&D team and be a part of our growth story!
The VizExperts! (https://www.vizexperts.com/about-us">https://www.vizexperts.com)
VizExperts works in high growth areas like Virtual & Augmented Reality. We serve Global & Domestic Enterprise customers on their Digital Transformation journey. VizExperts has a cool & innovative product profile with infinite growth opportunities awaiting you! We have been voted as the top Virtual Reality company in Asia Pacific and are growing fast into new markets with our cool new product, Exxar.
We have our global presence along with headquarters in USA, Malaysia and Bangladesh.
Product ( https://www.exxar.cloud/">https://www.exxar.cloud )
Exxar is a product line that accelerates Digital Transformation for enterprise clients. Exxar CAD is a SAAS software product that works alongside CAD applications and transforms them into a VR-enabled Design Review & Validation tool. A large number of clients have adopted this technology in the Manufacturing (Automotive, Shipbuilding, Railways, Heavy Engineering) and Engineering Education (IITs, private engineering colleges) verticals.
Graphics Developer
We are looking for smart engineers with knowledge and passion for Interactive Graphics Development technologies to work on our exciting advanced technology. This position is for our Gurgaon R&D center. The person should have hands on experience or very good working knowledge in
- C++ (mandatory)
- OpenGL (Preferred)
- Optional (Directx, CUDA, Openscenegraph, Glut, OpenCV, WebGL)
Benefits include:
- Structured training program
- Fee Reimbursement for continued education
- Flexible timings and supportive work culture
Ready to join us on this exciting journey?
We are scheduling interviews instant job offers for candidates who qualify our hiring criteria.









