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by Krishna.Nelluri@experian.com 1 min read December 11, 2025

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Big Data & Analytics Are Helping Businesses Mitigate Risk, Prevent Fraud & Optimize Marketing #ExperianStories

  I grew up in a major industrial city in Communist China just east of Beijing in a world where information was scarce. I was born into a pretty traditional Chinese family back in the 1960s and lived with my five siblings and parents in a small, crowded house. When the Cultural Revolution hit in 1966, the schools never officially shut down, but essentially nothing was taught at the time since students were expected to participate in the revolution. Throughout that period, almost all novels and movies were banned because they were not considered appropriate for educating students. But rather than causing me to lose my interest in learning, the ban led me to develop a habit for reading anything I could get my hands on, and my natural hunger for information grew. As my love for collecting and consuming information continued, I decided to become a data scientist. I moved to the U.S. to complete my Master’s degree and Doctoral Program. Today I work with “Big Data” at Experian, developing analytical solutions for financial telecommunication and insurance companies. What’s amazing to me about my job is the fact that 90 percent of the data in the world has been created in just the last two years. Data Scientists like myself retrieve, sift, analyze, process and store all the data according to a business or consumer’s needs. I believe that data tells a story; it’s business intelligence that can help an individual or business identify where they may need to change or adjust in order to move forward. For consumers, it can help them improve their credit scores and secure an affordable loan. It can help protect identities by detecting and stopping suspicious activity. For businesses, the data can mitigate risk, help prevent fraudulent transactions or even ensure they’re marketing to proper audiences. I believe that data has the power to transform lives and societies for the better. My job is to help clients and consumers understand the story of their data so they can take financial control, achieve their goals, and help meet the needs of customers. I have always told myself, “no matter the situation, do your best.” For me, doing my best is using this lifelong passion to help others succeed.  

Published: May 07, 2017 by

Using Alternative Data to Help Small Business Owners Access the Business Loans They Need #ExperianStories

When it comes to credit for small businesses, it’s a classic chicken-and-egg situation: you can’t get credit until you have credit history, and you can’t get credit history until someone grants you credit. I know this first-hand because my own parents were small-business owners in California. My parents had built an independent insurance agency. I distinctly remember as a kid sitting in the backseat of our car and overhearing the discussions they would have about their struggles to grow the business or how they would make payroll that month. Many small businesses don’t have access to small-business loans or business credit cards, so they rely entirely on the business owner’s personal credit to make purchases. This means that while there may be a credit history for the individual, there is none for the business itself. This also means that whenever my parents needed money to get through the month, they essentially had to put their livelihood at risk because there was no separation between personal and business loans. The lack of access to funds, and the consolidation happening in the insurance industry at the time, led my parents to take another big risk – they sold the business and our house, and they liquidated their retirement accounts and put everything into a restaurant franchise. They felt there would be more stability representing an established brand owned by someone else. When I graduated from my MBA program years later, one of the things that first attracted me to Experian was the opportunity I had to ease the burdens of small business owners through my work here. The work I do really hits home, because I’m working every day to open up small-business credit, using different types of data. In today’s economy, a lot of great business ideas – profitable ones, at that – never get a chance to see the light of day simply because they don’t have the capital they need to grow. Experian is making business ideas a reality by gathering, analysing, combining and processing a breadth of new data that allows us to develop credit scores for more people and paint the most realistic picture of a situation. By verifying a business’s history, its social media accounts, its website sophistication and traffic, and customer reviews, we can measure a small business’s legitimacy, how long they’ve been operating and how they’re growing. This information, coupled with transaction data, all help determine a business’s credit worthiness and allow us to give its owners greater access to capital. Data is a huge enabler for positive change because it can give small-business owners access to credit that they wouldn’t receive otherwise. When used in the right ways, data can empower and enable small businesses to get the funding they need to hire employees, invest in their business or open a new location. In many ways, I’m helping people just like my parents.

Published: Apr 30, 2017 by

Spring clean your credit during Financial Literacy Month

Spring clean your credit during Financial Literacy Month with our finances in order. #FLM2017 is dedicated to teaching Americans healthy credit habits.

Published: Apr 25, 2017 by

Experian Assistant Leading the Way in Financial Services: Wins Big Innovation Award

Experian’s groundbreaking generative AI-powered tool, Experian Assistant, has earned the prestigious 2025 BIG Innovation Award in the Products for Financial Services category. This recognition underscores Experian’s commitment to pushing the boundaries of innovation by helping businesses achieve success and enhancing consumer experiences. The BIG Innovation Awards, celebrated since 2011, honor organizations and solutions that redefine excellence through creativity and measurable impact. Experian Assistant was recognized for transforming how financial institutions approach data and analytics, enabling faster, smarter decision-making that enhances customer experiences and operational efficiency. Redefining Financial Services Integrated with the Experian Ascend Platform™, Experian Assistant functions as a 24/7 data expert, enabling financial institutions to optimize their credit and fraud models with ease. Using natural language processing (NLP), the virtual assistant guides users providing insights, recommendations and coding assistance. The impact is transformative: Experian Assistant cuts model-development timelines from months to just days— and even hours in some cases. By helping users analyze credit and fraud data, adjust model attributes and streamline workflows, it empowers organizations to innovate faster and make data-driven decisions with confidence. Powered by agentic AI technology, Experian Assistant reimagines how data scientists and analysts approach their work. It accelerates insights, fosters collaboration and empowers businesses to deliver exceptional customer experiences while reducing the time and resources needed to bring new initiatives to market. Driving Results Across Industries While tailored for financial services, Experian Assistant’s capabilities extend across industries. Businesses can leverage its tools for data exploration, model deployment, performance monitoring and faster time-to-market for new offerings. With Experian Assistant, users gain a powerful edge in scoring more consumers, optimizing processes and enhancing overall customer satisfaction. Recognized Excellence The 2025 BIG Innovation Awards spotlight trailblazers evaluated on creativity, impact and results by seasoned business leaders. This accolade solidifies Experian Assistant’s position as a game-changing solution in financial services and beyond.

Published: Jan 30, 2025 by Editor

Experian Earns Top Score in Human Rights Campaign Foundation’s 2025 Corporate Equality Index

We are thrilled that for the sixth consecutive year, Experian has earned a score of 100 on the Human Rights Campaign Foundation’s (HRCF) 2025 Corporate Equality Index (CEI). This recognition underscores our commitment to LGBTQ+ workplace equality. We are honored to join the ranks of 765 U.S. businesses that have been awarded the HRCF’s Equality 100 Award, celebrating our leadership in fostering an inclusive workplace. Experian’s dedication to supporting the LGBTQ+ community is reflected in several key initiatives: Name Change Process: We have a process for transgender and non-binary consumers to update their names on credit reports, ensuring their identities are accurately represented. LGBTQ+ Allyship 101 Training: This new training program is available to all Experian employees, promoting allyship and understanding within our workforce. Pride ERG Parenting Committee: Launched to support parents, grandparents and guardians of LGBTQ+ individuals, this committee provides valuable resources and community. Transgender Resource Guide: This guide supports employees who are transitioning at work, offering education and resources for colleagues and managers. Partnerships: We collaborate with organizations such as Out & Equal, GenderCool, The Trevor Project and Born This Way Foundation’s Channel Kindness to provide financial health, mental health and other resources to empower both our internal and external communities. At Experian, we are proud to be part of this movement towards greater equality and inclusion. We remain dedicated to fostering a workplace where every employee feels respected, valued and empowered to bring their authentic selves to work. Learn more about how we drive social impact in English, Portuguese and Spanish.

Published: Jan 17, 2025 by Michele Bodda, Aaron Ricci

Celebrating 12 Years as a Top Workplace: What Makes Experian Exceptional

Achieving Top Workplace recognition for 12 consecutive years is no small feat, yet Experian North America has done just that. Named a Top Workplace by the Orange County Register once again, this milestone reflects not just policies or benefits but what truly makes Experian exceptional: our people. As Hiq Lee, Chief People Officer at Experian North America, notes, this honor is a testament to the remarkable contributions of our team. Experian’s employees shape an environment where innovation, inclusivity, and purpose thrive. More Than Work What sets Experian apart is our engagement with the world and community. Through initiatives like the Experian Volunteer Leadership Network and partnerships with organizations such as the Octane Foundation for Innovation and the Hispanic Chamber of Commerce of Orange County Education Foundation, our impact extends beyond the workplace. In 2024, we earned additional recognitions, including being named one of the World’s Best Workplaces™ by Fortune and Great Place to Work®. We were also recognized as one of the Best Workplaces for Parents, Millennials, and in Technology. The Secret to Success Our success lies in focusing on people. Experian is a place where careers are built, ideas are encouraged, and employees feel valued. Initiatives such as, Employee Resource Groups foster belonging, Mental Health First Aiders provide support, and technology hackathons inspire creativity. Innovation at the Core Innovation continues to drive our success. By leveraging technologies like artificial intelligence and machine learning, we are redefining decision-making and fraud prevention. This commitment to innovation empowers businesses and consumers worldwide, aligning with our mission to promote financial inclusivity. Looking Ahead For Experian, being a Top Workplace for more than a decade isn’t a finish line—it’s a springboard. With an ongoing commitment to our employees and communities, we continue to evolve, creating better experiences for our team, clients, and the world.

Published: Dec 20, 2024 by Editor

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YWOM Anthem Award Winner Gold

Krishna Nelluri

Web Developer

With a passion for crafting seamless digital experiences and a keen eye for front-end development, Krishna brings practical insights and hands-on expertise to every post. Whether exploring new frameworks or optimizing performance, his writing reflects a commitment to clean code and user-centric design.

With a passion for crafting seamless digital experiences and a keen eye for front-end development, Krishna brings practical insights and hands-on expertise to every post. Whether exploring new frameworks or optimizing performance, his writing reflects a commitment to clean code and user-centric design.

With a passion for crafting seamless digital experiences and a keen eye for front-end development, Krishna brings practical insights and hands-on expertise to every post. Whether exploring new frameworks or optimizing performance, his writing reflects a commitment to clean code and user-centric design.