About
* Eminent Speaker and established author on AI topics and has been recognized by Mr Azim…
Articles by Aishwarya
Contributions
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Which predictive analytics platforms offer the most advanced machine learning capabilities?
In my experience here are few : • IBM Watson Studio and MS Azure Machine Learning are excellent for enterprise integration and extensive feature sets, but can be costly & complex. • Google Cloud AI Platform and Amazon SageMaker offer powerful scalability & integration with their respective ecosystems, though they are with higher costs & a steeper learning curve. • DataRobot is ideal for ease of use and quick deployment, but may not offer much flexibility for advanced customizations. • H2O.ai provides a strong open-source option with high performance, though it may lack the robust support of commercial offerings. The choice of platform largely depends on specific needs such as budget, technical expertise, and integration requirements.
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What do you do if your ideas are being dismissed in algorithm discussions?
Ideas are not good or bad, Always back up your ideas with facts, data, simple examples, and value propositions they will bring if taken ahead. Articulate your ideas in a manner that is understood by a 5-year-old kid in the form or a story. Algorithms go by the parameters defined for the evaluation. Try to understand and include explanations for each evaluation criteria.
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How can you design user personas that meet the needs of all users?
Researching user personas helps in comprehending the diverse needs, preferences, behaviors, and pain points of different user segments. validating user personas allows for iterative improvements based on changing user behaviors and preferences. It fosters a continuous feedback loop, ensuring that products/services evolve to meet users' evolving needs. Detailed personas aid in crafting targeted and personalized marketing strategies. Understanding the motivations and pain points of users helps in creating compelling messaging and campaigns that resonate with the intended audience. Diving deep into user personas fosters empathy among teams. a deeper understanding and appreciation for the users' perspectives.
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How can you ensure AI software engineering systems are interpretable?
Ensuring that AI software engineering systems are interpretable is crucial for both understanding and trusting the decisions made by these systems. Interpretable AI systems are not only transparent but also easier to debug, improve, and maintain. Here are some strategies and techniques to enhance the interpretability of AI software engineering systems: Use Transparent Models Feature Engineering Feature Importance Analysis Explainable AI Decision Trees for model explanation Counterfactual Explanation Visualization Sensitivity Analysis Model Simplification Testing&Validation Feedback Loop Regulatory Compliance Ethical Considerations Remember that interpretability is a multi-faceted challenge and may vary depending on the specific use case
Activity
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Whats your weekend plan? - how often are you asked this ? Ahh...and whats your answer ? If you have found it hard to pick a book( figuratively)…
Whats your weekend plan? - how often are you asked this ? Ahh...and whats your answer ? If you have found it hard to pick a book( figuratively)…
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Experience
Licenses & Certifications
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Leading Customer Centric Growth
Wharton Executive Education
IssuedCredential ID 1-134141-295337-1665942034 -
IBM CSC Alumini
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Lean Coach, IT Specialist, CTD Black Belt Certified
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Volunteer Experience
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Corporate Services Corps (CSC)
IBM
- 2 months
Social Services
https://www.ibm.com/ibm/responsibility/corporateservicecorps/programdetails.html
The Corporate Service Corps selects top management prospects and then trains and dispatches these leaders to emerging markets around the world. Participants spend four weeks in groups of 10 to 15 to help solve economic and social problems of their selected communality. Teams work collaboratively with their government and community counterparts to understand how to implement socially responsible business…https://www.ibm.com/ibm/responsibility/corporateservicecorps/programdetails.html
The Corporate Service Corps selects top management prospects and then trains and dispatches these leaders to emerging markets around the world. Participants spend four weeks in groups of 10 to 15 to help solve economic and social problems of their selected communality. Teams work collaboratively with their government and community counterparts to understand how to implement socially responsible business practices with measurable results in a global context.
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Mentor of Change
Atal Innovation Mission Official
- Present 6 years 6 months
Education
As a Mentor of Change,
• Nurture in students the right mindset, values and skills to become an innovator
• Provide guidance on areas like innovation & design, technical know-how, business & entrepreneurship, effective communications and will provide the right inspiration
• Mentor students on the innovations they would be working on. -
Mentor for STEM initiative
IBM
- Present 5 years 8 months
Education
The programme—an initiative under IBM’s Corporate Citizenship— focuses on teaching girls grade 8 and upwards the technical knowhow of coding and the nuances of workplace skills, communication and leadership, as well as build an awareness among them about the kinds of careers available to them in the STEM fields. They are also be given opportunities to interact with women IBMers who can act as their role models.
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Mentor of Change
Change Agent - Waste Management Program
- Present 8 years 9 months
Environment
I have been driving the change in our society and across Ghaziabad to keep our surroundings clean and encourage people to segregate their kitchen waste and dry waste at home and make compost out of kitchen waste.
Managing almost 150 kg kitchen waste daily and making 100KG organic compost every 2 months .
We have been recognized as a First society in Ghaziabad to manage our 100% kitchen waste at home. -
Mentoring Freshers for Corporate World
Infosys
- Present 18 years 9 months
Education
Used to be a Mentor by choice for freshers who were introvert and did not have confidence to communicate well and understand how the corporate world works
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Helping orphan children in basic education
IBM Global Business Services
- Present 12 years 5 months
Children
Was part of On demand volunteering Community in IBM and used to teach orphan kids on basic health hygiene.
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Helping educating maids in the society
Helping Maids in the Society
- Present 8 years 5 months
Children
Working towards helping maids in our society to understand how important education is for them and their children and they should send their kids to school.
Helping them with basic english speaking
Honors & Awards
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Manager Choice Award
IBM
Received Manager Choice Award for 2019 for my outstanding working in leading the biggest virtual collaboration event across IBM from its inception to successful delivery. I also anchored this program successfully. This event involved very senior IBM leaders participating as Keynote Speakers and blended with two Panel discussions on hot technologies and trending Topics.
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Guest of Honor - Swatch Bharat Abhiyan
GDA Commissioner -Ghaziabad
Received Certificate of appreciation from GDA Commissioner for commendable work in kitchen waste management for the society .
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Manager Choice Award
IBM
For my outstanding work in delivering out of the box design thinking workshops and leading teams to successfully identify and solve major gaps in our current processes and programs.
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Manager's Choice Award
IBM India Pvt Ltd
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Top Knowledge Sharing Contributor
IBM India
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Eminence & Excellence Awardee in two categories for 4th Year
IBM India Ltd
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Eminence & Excellence Awardee consequitively for 3rd year
IBM India
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Eminence & Excellence Awardee
IBM India Ltd
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Eminence & Excellence Awardee
IBM India Ltdd
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Top Contributor of the Year -Orion Awardee
IBM India Ltd
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Topper of the University in PG programme
Gwalior University
Languages
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English
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Hindi
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Organizations
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IBM
Yes
- Present
Recommendations received
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