Mulesoft Integration Lead

Job Description: AI/ML Engineer

Location: Gurgaon, Haryana, India

Position: AI/ML Engineer -Intern

Stipend: As per industry standards

About Aaizel Tech

Aaizel Tech is a pioneering tech startup at the intersection of cybersecurity, AI, geospatial solutions, and more. We drive innovation by delivering transformative technology solutions across industries. As part of our dynamic team, you'll gain hands-on experience and learn from experts who are dedicated to pushing the boundaries of what's possible.

Key Responsibilities:

1. Model Development and Optimization:

• Design, implement, and deploy ML models for diverse applications, including predictive analytics, anomaly detection, and computer vision, tailored for cybersecurity, climate monitoring, and geospatial data analysis.
• Utilize deep learning (CNNs, RNNs), reinforcement learning, and generative models (GANs) for complex problem-solving.

1. Advanced Data Engineering:

• Develop ETL pipelines and preprocessing scripts using Pandas, Numpy, and PySpark to handle large datasets from satellite imagery, IoT sensors, and real-time data sources.
• Integrate data from APIs, databases, and big data platforms (Hadoop, Apache Kafka) to support real-time analytics.

1. Algorithm Research and Development:

• Research state-of-the-art ML techniques, including Transfer Learning, Transformer models, and AutoML, to enhance model performance.
• Innovate new algorithms for geospatial analysis, such as object detection on aerial imagery, spatial clustering, and environmental modeling.

1. Deployment and MLOps:

• Deploy models using Docker, Kubernetes, and CI/CD pipelines, ensuring robust model lifecycle management.
• Work with cloud platforms (AWS, Azure, GCP) to implement scalable model serving solutions, using technologies like Sage Maker, TensorFlow Serving, and ONNX.

1. Performance Evaluation and Tuning:

• Perform model evaluation using advanced metrics (F1 Score, AUC-ROC, Intersection over Union for spatial data) and optimize for both accuracy and inference speed.
• Implement hyperparameter tuning using Bayesian Optimization, Grid Search, and Neural Architecture Search.

6. Performance Evaluation and Tuning:

• Perform model evaluation using advanced metrics (F1 Score, AUC-ROC, Intersection over Union for spatial data) and optimise for both accuracy and inference speed.
• Implement hyperparameter tuning using Bayesian Optimization, Grid Search, and Neural Architecture Search.

1.      7. Collaboration and Code Quality:

• Collaborate with data engineers, cybersecurity experts, and geospatial analysts to integrate ML solutions into end-to-end products.
• Adhere to coding standards, participate in code reviews, and maintain high-quality codebases using Git, Jira, and Confluence.

     8.Monitoring and Maintenance:

• Develop monitoring dashboards using Grafana, Prometheus, or similar tools to track model performance post-deployment.
• Implement feedback loops for model retraining based on real-time data and evolving application needs.

Required Skills, Qualification and Experience:

Educational Background: Bachelor’s/Master’s in Computer Science, Data Science, Machine Learning, or a related field from preferably top-tier       institutions.

• Technical Proficiency:
• Strong skills in Python, PyTorch, TensorFlow, and Scikit-learn.
• Proficiency in SQL, NoSQL databases (MongoDB, Cassandra), and data warehousing solutions (Redshift, BigQuery).
• Problem-Solving: Analytical mindset with the ability to solve complex problems using data-driven approaches.
• Communication: Capable of translating technical details into actionable insights for diverse stakeholders.
• Adaptability: Ability to thrive in a high-paced, dynamic startup environment with a focus on rapid iteration and delivery.

That can include the following tasks:

• Develop and revamp creative, eye-catching websites as per the client's needs.
• Work with project managers to discuss the desired website functionality and provide solutions.
• Integrate custom templates/themes into WordPress.

• Knowledge of WordPress Architecture, WooCommerce, Page Builder’s (like Elementor, Divi, Visual Composer etc), and other best practice solutions
• Knowledge of PHP, MySQL, HTML, CSS, Javascript/jQuery.
• Knowledge of child theme creation and customization as per designed based on the requirements
• Knowledge of WordPress plugin and back-end development

Invidoe is creating the future of video creation on the browser, across devices, collaborative and easy. We are looking for a tech-savvy & result-driven individual who is interested in working as an SEO Executive @ Invideo

You will be working closely with the SEO lead, primarily focusing on multiple author outreach projects. 

The position requires you to be fluent in written and oral English to build relations effectively with the authors. You will be required to research to identify potential websites. And use the information to improve and develop creative email pitches. 

We are a growing organization. Things change rapidly over here. An ideal candidate should be compatible and flexible to work with various internal teams. 

Responsibilities: 

• Implementing an off-page SEO link-building strategy. 
• Develop personalized email pitches to reach out to potential prospects. ● Analyzing the website using the analytical tool. 
• Leading keyword research and implementing it during link acquisition. ● Staying up to date with the latest Google algorithm changes. 
• Experience working with analytics tools including Google Analytics, Ahrefs, and Google Keyword Planner. 

Requirements: 

• Effective communication skills including a solid grasp of English grammar and professional writing ability. 
• Extensive experience in SEO. 
• Ability to come up with new ideas to establish quality relationships with different website owners and vendors. 
• Any graduate with relevant experience of 1-3 years. 
• Team player with the highest level of integrity. 
• Good knowledge of backlink analysis. 
• Working knowledge of Google Analytics.

• Set up workstations with computers and necessary peripheral devices (routers, printers etc.)
• Check computer hardware (HDD, mouses, keyboards etc.) to ensure the functionality
• Install and configure appropriate software and functions according to specifications
• Develop and maintain local networks in ways that optimize performance
• Ensure security and privacy of networks and computer systems
• Provide orientation and guidance to users on how to operate new software and computer equipment
• Organize and schedule upgrades and maintenance without deterring others from completing their work
• Perform troubleshooting to diagnose and resolve problems (repair or replace parts, debugging etc.)
• Maintain records/logs of repairs and fixes and maintenance schedule
• Identify computer or network equipment shortages and place orders
• Provide technical assistance with computer hardware and software
• Resolve issues for staff via phone, in person, or electronically
• Resolve technical issues in a timely manner using available resources within the company