ETL Developer + Python

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.

JOB TITLE: Customer Support/Virtual Assistant

EXPERIENCE:2 – 4 yrs

LOCATION: Coimbatore

SHIFT:Night Shift

JOB DESCRIPTION:

·        A Virtual Assistant is responsible for providing administrative support to clients remotely.

·        Duties typically include managing schedules, handling emails, data entry, and conducting research.

·        Strong communication, organizational, and multitasking skills are essential.

·        Proficiency in office software and the ability to work independently are also important.

·        Experience as a Virtual Assistant in financial services would be an added advantage.

SKILLS:

·        Interpersonal Skill

·        Strong English Communication

·        Willing to work in Night Shift (US Time Zone)

·        Proven Experience in Virtual Assistant in Financial Services

 COMPANY DESCRIPTION:

Vimishaitech, is a leading provider of IT solutions, software development, consulting services and Soft skills Training and Development. We have a proven track record of helping businesses find and hire the best talent to meet their specific needs. We understand the challenges businesses face when trying to recruit top talent in today's competitive market. That's why we offer comprehensive recruitment solutions designed to take the hassle out of the process and help you find the perfect employees for your company. Our service specializes in Soft skills training and development, equipping individuals with essential interpersonal skills like communication, teamwork, and leadership to enhance their professional success.

Regards,

HR Team

Node.js Developer Responsibilities:

• Developing and maintaining all server-side network components.
• Ensuring optimal performance of the central database and responsiveness to front-end requests.
• Collaborating with front-end developers on the integration of elements.
• Designing customer-facing UI and back-end services for various business processes.
• Developing high-performance applications by writing testable, reusable, and efficient code.
• Implementing effective security protocols, data protection measures, and storage solutions.
• Running diagnostic tests, repairing defects, and providing technical support.
• Documenting Node.js processes, including database schemas, as well as preparing reports.
• Recommending and implementing improvements to processes and technologies.
• Keeping informed of advancements in the field of Node.js development.

Node.js Developer Requirements:

• Bachelor's degree in computer science, information science, or similar.
• At least 4 years' experience as a Node.js developer.
• Extensive knowledge of JavaScript, web stacks, libraries, and frameworks.
• Knowledge of front-end technologies such as HTML5 and CSS3.
• Superb interpersonal, communication, and collaboration skills.
• Exceptional analytical and problem-solving aptitude.
• Great organizational and time management skills.
• Availability to resolve urgent web application issues outside of business hours.

Role description:

TheDataTeam is looking for a Senior consultant for its consulting services.

The Senior Consultant is a key role in the organization, and will own and lead pre-sales engagements from post lead qualification to deal closure, where engagements are predominantly from the realm of analytics, data science and data engineering. 

Responsibilities:

- Meet with assigned clients at various levels of seniority and perform initial assessment of requirements, business problems

- Collect information about the client's business through interviews and workshops and be able to distill back to the engineering/delivery/PoC team members.

- Present findings and suggestions to clients with ample justification and practical advice

- Develop detailed business plans, proposals to address business problem

- Demonstrate interpersonal skills to engage with senior stakeholders

- Map business problems to technical solutions and convey the technical solution in a manner suited for the client

- Work closely with the Business Development team including Marketing and Sales to present the best foot forward in technical and analytics discussions.

- Ideate and prototype solutions using data science and data engineering concepts, tools and programming to demonstrate applicability to problem statements. 

Requirements:

- Proven experience as consultant or equivalent

- Graduate / Post-Graduate in Computer science or equivalent

- Knowledge of technology in general with expertise on Big Data ecosystem - Proficiency in Cloud ecosystem is a must

- Open to travel both in India and Outside India.

- Outstanding communication and interpersonal skills

- Analytical mind with excellent data collection and analysis skills

- Aptitude in creative problem-solving

- Should be able to handle multiple leads, prospects at same time

- Quick thinker and able to adapt to various situations quickly with minimal hand-holding

- Should have hands-on experience in providing technical solutioning.

- Should have hands-on experience in writing a code in shell scripting / python scripting etc.

- Should have hands on experience in end-to-end POC execution.

• Manage sales operations in assigned district to achieve revenue goals.
• Supervise sales team members; the BSMs, on daily basis and provide guidance whenever needed.
• Identify skill gaps and conduct trainings to sales team.
• Work with team to implement new sales techniques to obtain profits.
• Assist in employee recruitment, promotion, retention and termination activities.
• Conduct employee performance evaluation and provide feedback for improvements.
• Contact potential customers and identify new business opportunities.
• Stay abreast with customer needs, market trends and competitors.
• Maintain clear and complete sales reports for management review.
• Build strong relationships with customers for business growth.
• Analyze sales performances and recommend improvements.
• Ensure that sales team follows company policies and procedures at all times.
• Develop promotional programs to increase sales and revenue.
• Plan and coordinate sales activities for assigned projects.