AEM Architect

Job Title: Optimization Scientist – Route & Inventory Optimization (OR & RL)

Location: Hyderabad (On-site)

Experience Required: 1+ year

Company Overview:

We are a leading AI-driven supply chain solutions company focused on transforming retail, FMCG, and logistics through cutting-edge technologies in machine learning, operations research, and reinforcement learning. Our mission is to build intelligent systems that enhance decision-making and automate processes across forecasting, inventory, and transportation.

Internship Overview:

We are seeking a passionate and motivated AI/ML Intern to support the development of intelligent optimization systems for route planning and inventory allocation. You will work alongside experienced scientists and engineers, gaining hands-on experience in applying machine learning, reinforcement learning, and operations research to real-world logistics challenges.

Key Responsibilities:

🔹 Assist in Route Optimization Projects:

• Support in modeling and solving simplified versions of Vehicle Routing Problems (VRP) under guidance.
• Work with Python libraries like Pyomo or OR-Tools to prototype optimization solutions.
• Explore reinforcement learning methods (e.g., DQN, PPO) for dynamic routing decisions under uncertainty.

🔹 Support Inventory Optimization Efforts:

• Learn to model multi-echelon inventory systems using basic OR and simulation techniques.
• Analyze historical data to understand stock levels, service times, and demand variability.
• Help design experiments to evaluate replenishment strategies and stocking policies.

🔹 Contribute to AI-Driven Decision Systems:

• Assist in integrating ML forecasting models with optimization pipelines.
• Participate in the development or testing of simulation environments for training RL agents.
• Collaborate with the team to evaluate model performance using historical or synthetic datasets.

Required Qualifications:

• Currently pursuing or recently completed a degree in Computer Science, Data Science, Operations Research, Industrial Engineering, or related field.
• Good understanding of Python and key libraries (NumPy, Pandas, Matplotlib, Scikit-learn).
• Familiarity with basic optimization concepts (LP/MILP) and libraries like OR-Tools or Gurobi (student license).
• Basic knowledge of reinforcement learning frameworks (OpenAI Gym, Stable-Baselines3) is a plus.
• Strong problem-solving skills and willingness to learn advanced AI/OR techniques.

What You’ll Gain:

• Hands-on exposure to real-world AI and optimization use cases in logistics and supply chain.
• Mentorship from experienced scientists in OR, ML, and RL.
• Experience working in a fast-paced, applied research environment.
• Opportunity to convert to a full-time role based on performance and business needs.

About WINIT:

WINIT is a pioneer in mobile Sales Force Automation (mSFA) with over 25 years of experience. We serve more than 600 global enterprises, helping them enhance efficiency, streamline logistics, and leverage AI/ML to optimize sales operations. With a commitment to innovation and global support, WINIT continues to lead digital transformation in sales.

Key Details:

We are looking for an enthusiastic Front-End Trainer / Full-Stack Trainer. The Trainer has to be a master of his/her respective field and possess technical aptitude combined with a passion for teaching.

• Role : Full-Time Trainer
• Type : In-Person Training
• Base Location : Chennai (with a willingness to travel to other locations when needed)

Job Role & Responsibilities:

● Work closely with our Mentors & Co-founders to gain comprehensive understanding of our

training processes and implement the same in training session

● Handle daily sessions offline at the client location

● Ensure the sessions have a good mix of training classes and hands-on coding sessions

● Determine overall effectiveness of training and make improvements

● Use your own cutting-edge coding content including code-along projects, labs and notes

Skills:

● Must have experience in training on Frontend Technologies

● Expertise in HTML, CSS, Flexbox, React, Redux, TypeScript, DOM, ES6, Cypress, ES Lint, TS Lint

● Minimum 5+ years of Training experience is a must

● Hands-on development experience is an added advantage

● Excellent communication skills with ability to connect effectively with a diversified student base

● Knowledge of various training and teaching pedagogies

● Prior experience delivering sessions for both freshers and experienced preferred

Location- Gurgaon

Mode of Work- Office

Interview Mode- Online

Experience- 2 to 4 years

Content Writer 

As a Content Creator, you’ll be working with teams across the company to create valuable content to educate our customers and wow our prospects. Your primary role will be to enrich our websites and mobile app with engaging blog posts, guides, and actionable marketing copy. 

Your responsibilities include

• conduct thorough research on industry-related topics 

• generate ideas for new content composition Write engaging content and ensure that it adheres to SEO standards

• proofread the articles before publication 

You should possess excellent writing skills and have an eye for detail. You should develop content that attracts the target audience.

Roles and responsibilities

• Create content pieces that appeal to our audiences, attract customers and boost our brand awareness.
• Produce content marketing campaigns to drive leads and subscribers
• Utilize SEO best practices to generate traffic to our website
• Develop different content types, including email, social media posts, blogs, and white papers on a regular basis.
• Oversee our website, promote our blog and pitch articles to third-party platforms effectively.
• Work together with different departments to create innovative content ideas.
• Prepare well-organized drafts utilizing Content Management Systems (e.g. WordPress, Weebly, Joomla, etc).
• Assure all-around consistency for textual styles, pictures, fonts and tones in the content.
• Research industry-related topics by combining web sources, interviews and studies.

Requirements

• Bachelor’s degree in English, Journalism, Marketing or related field {Master's degree, a plus}
• At least 1 year of work experience as a Content Writer
• Experience with Content Management Systems (e.g. WordPress, Weebly, Joomla, etc) and marketing tools, MS Office or Google Suite
• Excellent understanding of digital marketing strategies including SEO, email marketing and web analytics.
• Outstanding writing and editing skills in English for a B2B as well as B2C audience.
• Ability to handle tight deadlines.
• Excellent interpersonal skills.
• Strong communication skills.
• Ability to work independently.
• Willingness to multitask and take new initiatives
  
  About US
  
  Sunstone Education
  Sunstone is revolutionizing Indian higher education ecosystem. Founded in 2019, company’s vision is to bring accountability in the Indian higher education ecosystem and provide world class education to every individual and create industry ready professionals, aligned with dynamically changing industry needs.
  
  
  Sunstone Education offers both online and offline courses (operating in an asset-light model). Sunstone is disrupting India's higher education space by offering Pay after Placement where fee is charged only after a student gets placed in a well-paying job. Sunstone conducts both long term MBA/PGDM in partnership with various universities across India and short-term online programs in various discipline including Analytics, Digital Marketing, Logistics and Supply Chain, Banking & Financial services, Sales management among others.Sunstone takes complete accountability of a student’s career and delivers industry integrated education leveraging modern technology with a focus on developing job-ready professionals. It has established a 100% placement record to date and has 500+ recruiters hiring from Sunstone.
  
  To know more about us: http://www.sunstone.edu.in/" target="_blank">www.sunstone.edu.in