HemansAI

Data & AI Consulting, Development, AI Leadership Training.

Founder

85% of AI products and projects fail.

The two biggest challenges businesses face with AI:

1. Estimating and demonstrating AI value [VPs, CEOs, product managers, and decision-makers]
2. Lack of talent and skills [AI engineers and data professionals]

Most business leaders fall into the first category.

Even if you’re skilled at your job, your team might lack confidence that the AI solution will deliver the desired outcomes.

It’s frustrating, right? You see others succeeding with AI, but your team your team is stuck planning, fixing, or juggling disconnected tools.

AI is supposed to bring automation, sharper insights, and smarter decisions.

But when you try to implement it, you encounter chaos:

- Lack of clarity on ROI
- Endless troubleshooting instead of progress estimation
- Too many disconnected systems to demonstrate AI value

It’s easy to wonder if AI will ever deliver what it promises for your business and career.

Now, imagine a future where AI doesn’t just work—it works seamlessly in your organization.

Your data isn’t just stored—it powers real-time insights, precise forecasts, and simplified processes.

Picture an AI strategy that works without constant troubleshooting—a setup that scales and brings results.

I’m an AI consultant, here’s how I can help you:

- the AI leadership coaching

It’s about creating an AI path that’s right for your business or your career with real results, not just ideas.

Let’s connect. we’ll talk about AI strategies, products, and career opportunities.
connect@himanshuramchandani.co

Himanshu Ramchandani

S&P Global

**Key Responsibilities:**
1.Data Quality Automation:
   - Automated data quality checks using Python, enhancing product operations by 50%.

2.Data Libraries:
   - Utilized data libraries (NumPy, pandas, matplotlib, scikit-learn, seaborn, Polars) for ETL automation and analytics.

3.SQL Proficiency:
   - Used SQL for data querying, manipulation, and updates, optimizing processes and supporting decision-making.

4.Data Visualization:
   - Created dashboards and reports using Power BI and Tableau for improving insights for business growth.

5. Collaboration with Product Teams:
   - Collaborated with Product Owners for implementing A/B testing and analytics to improve metrics.

6.ETL and Data Automation:
   - Led ETL and data automation processes, integrating data from various sources.

7.Data Quality Checks:
   - Conducted data quality checks using Python.

8. AWS Services:
   - Proficient in AWS services (Redshift, Athena) for scalable, cost-effective data processing.

9. Serverless Solutions:
   - Implemented serverless data analytics solutions using AWS Redshift and Athena.

10.Cross-Functional Collaboration:
    - Collaborated with cross-functional teams to address data-related business needs.

11.Data Analytics Solutions:
    - Designed and implemented data analytics solutions using Python, SQL, and AWS.

12. Engineering Collaboration:
    - Worked with engineering teams to implement data solutions and optimize workflows.

13.Data Analysis Tasks:
    - Owned data analysis tasks, including trend identification and pattern recognition.

14.Data Management:
    - Managed data platforms for large datasets.

15.Jupyter Notebook Proficiency:
    - Proficient in Jupyter Notebook for data analysis, scripting, and ETL automation.

16.Insights from Various Datasets:
    - Extracted insights from relational (PostgreSQL) and non-relational (AWS DynamoDB) databases.

17.Business Performance Enhancement:
   - Delivered data solutions to enhance business performance and KPIs.

Data Analyst 2

KPMG

*Consulting Project:**

- As an individual collaborator at KPMG Netherlands, I generate business data reports and dashboards for European clients. My versatile skill set includes SQL, Excel, Python (utilizing libraries like NumPy, Pandas, Matplotlib, Scikit-learn, and Seaborn), Power-BI, and Alteryx to drive data analytics solutions.

- Responsibilities encompass root cause analysis and statistical analysis using Python data libraries. I craft custom SQL queries on SSMS to promptly address ad hoc data requests.

- I develop Power-BI dashboards and business reports to enhance clients' business strategies and performance, resulting in a remarkable 40% reduction in manual tasks.


**Audit Data Analytics Project:**

- Collaborating with the KPMG Netherlands Audit Data Analytics team, I generate reconciliation audit data reports with a strong focus on automation using Alteryx, Excel, and client data.

- I employ root cause analysis and statistical analysis using Python data libraries for accurate and insightful audit data analytics solutions.

- Responsibilities include developing Alteryx ETL Data Workflows on client data, enabling Data Cleaning and Data Validation operations, precise data analysis, and further automation.


**Key Accomplishments:**

- Efficiently managed multiple concurrent projects with strong organizational skills.

- Seamlessly coordinated with consulting and audit data analytics teams, engagement teams, and clients, optimizing data analytics solutions.

- Developed standard reports and functional dashboards aligning with business requirements using Power-BI and Excel.

- Maintained business intelligence models, designed data warehousing solutions tailored to clients' business needs, and developed analytics and visualization solutions for valuable insights in various engagements.

Data Analyst

Bandhan Bank

**Key Responsibilities:**
- Developed and automated over 50+ financial data workflows using Alteryx, streamlining processes across multiple banking projects and saving more than 200+ hours monthly in manual efforts.
- Optimized credit risk assessment processes through data-driven insights using Python (NumPy, Pandas) and SQL, enhancing the bank's risk management strategies by improving decision-making accuracy.
- Led and implemented data quality initiatives using Python and SQL, reducing data errors by 30%, thereby improving overall data integrity and compliance across various financial data systems.
- Designed and delivered more than 70+ high-impact data visualizations and interactive dashboards using Power BI, Matplotlib, Seaborn, and Excel, empowering C-suite executives with actionable insights for strategic decision-making.
- Automated over 100+ data loading processes through SQL stored procedures, cutting down manual intervention by 75% and boosting operational efficiency across critical banking operations.
- Conducted financial data analysis using advanced Python (Pandas, NumPy) techniques alongside SQL, uncovering key insights that led to a 10% increase in operational efficiency.
- Played a key role in preparing and presenting 20+ strategic presentations for senior management, contributing directly to 5 major business decisions in banking operations, including cost optimization and risk reduction.
- Demonstrated strong problem-solving skills and effective collaboration with cross-functional teams and stakeholders in the BFSI sector, ensuring timely delivery of data-driven projects.
- Contributed to regulatory compliance by ensuring accuracy and consistency in financial data reports, adhering to industry standards and best practices for data governance.
- Utilized a combination of Power BI, Python, and SQL to build robust business intelligence solutions that streamlined operations and supported data-driven decision-making across departments.

Data Analyst & ETL Developer

Upwork

Strategic Marketing Consultant

Data Analyst 2 @ S&P Global | Ex-KPMG | Python, SQL, Data Analytics, Statistical Analysis, Power BI, AWS, Alteryx, Data Science, Data Visualization | Strong Analytical Acumen | Enabling Data-Driven Business Growth

Professional Overview:
As a dedicated data professional with over 4.5+ years of experience, I specialize in delivering data-driven insights across Consulting, Banking & Financial Services(BFSI), and Product domains. Currently, I excel as a Data Analyst 2 at S&P Global, where I drive business success through strategic data analysis.

At KPMG, I made significant contributions in Data analytics domain, collaborating with the KPMG Netherlands consulting team. Prior to this, I was an integral part of the Data Analytics team at Bandhan Bank (Head Office), one of India's fastest-growing captive financial firms.

With a robust background in data analytics, engineering, and business intelligence, I am adept at providing actionable insights and driving strategic decisions.

Key Skills:
- Data Analysis: Python, SQL, Advanced Excel. 

- Cloud Services: AWS S3, AWS DynamoDB, AWS Glue, AWS Redshift, AWS Athena, AWS QuickSight. 

- Data Visualization & BI Tools: Power BI, Tableau, Alteryx. 

- Version Control: Git, GitLab, GitHub. 

- Data Management: Data Modeling, Data Warehousing, Data Management, Dashboard Design. 

- Market & Business Insights: Market Research, Business Research, Product Analytics, Market Analysis, Business Analysis, Product Analysis. 

- Business & Product Development: Requirement Gathering, Business Strategy, Product Strategy, Business Consulting, Management Consulting.

Key Experiences & Achievements:
1. Data Analysis & Insights:
- Uncover data patterns and extract insights using Python and SQL.
- Proficient in advanced statistical analysis and creating visualizations with NumPy, Pandas, Matplotlib, Scikit-learn, and Seaborn.

2. Business Analysis & Strategy:
   - Deep understanding of business processes and requirements.
   - Provide valuable insights for strategic decision-making.

3. Project Management & Automation:
   - Successfully led multiple projects, improving efficiency by 50% through automation and streamlined operations.

4. Data Engineering:
- Design and maintain data solutions using AWS technologies like S3, Athena, Redshift, and Glue.

5. Business Intelligence:
- Combine data insights with business acumen to drive strategic decisions.
- Proficient in transforming and visualizing data using Power BI, Tableau, Alteryx, and Excel to create growth-driving dashboards and reports.

Let’s Connect:
I am eager to explore how my expertise in data can contribute to your organization’s success. Feel free to connect with me here or reach out to me at ikrish.work@gmail.com.

taplio

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Himanshu Ramchandani

Krishnendu Chakraborty

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