AI Research
Nikhitha Pesaru: Transforming Banking Data Solutions with Artificial Intelligence, Data Architectures, and Cloud Technologies

In an era where digital transformation and data are the lifeblood of financial institutions, Nikhitha Pesaru stands out as a pioneering leader in AI-driven banking product solutions, scalable data architectures, and advanced cloud technologies. Her expertise enables banks to harness the full potential of their data while ensuring compliance, security, and ethical AI deployment. By integrating cutting-edge artificial intelligence (AI), machine learning (ML), and cloud technology frameworks, she is redefining how financial institutions operate in a data-centric world.
Nikhitha’s work in AI-driven banking solutions empowers financial institutions like Bank of America to deliver smarter, faster, and more personalized services. Her key contributions include:
1. Hyper-Personalized Financial Products
- Leveraging predictive analytics and customer segmentation models, banks can now offer tailored loans, credit, and investment products.
- AI-driven recommendation engines analyze transaction history, spending patterns, and life events to suggest optimal financial solutions.
2. Real-Time Fraud Detection & Risk Management
- Advanced anomaly detection algorithms monitor transactions in real-time, reducing fraud losses.
- AI models assess credit risk using alternative data like cash flow analytics and social media signals for more accurate underwriting.
3. Automated Regulatory & Compliance Reporting
- AI-powered Natural Language Processing automates the extraction of critical data for IFRS 9 and Anti-Money Laundering compliance.
- Reduces manual errors and accelerates audit readiness.
To support AI and real-time analytics, Nikhitha Pesaru designs high-performance data architectures that ensure scalability, security, and agility:
1. Cloud-Native Data Lakes & Warehouses
- Implement hybrid cloud solutions (AWS) with Delta Lake, Snowflake, and Databricks for seamless data integration.
- Optimizes storage costs while enabling real-time analytics.
One of Nikhitha’s most critical contributions to the banking and technology industry is her data governance solutions and expertise, ensuring that AI and analytics operate within regulatory, ethical, and security boundaries. Her approach includes regulatory compliance & data privacy, master data management (MDM) & Data Lineage, and role-based access control (RBAC) & encryption.
Nikhitha Pesaru stands at the forefront of revolutionizing banking product infrastructure and network systems through artificial intelligence (AI) and advanced cloud technologies. As a visionary technology leader, she designs and implements scalable, secure, and intelligent infrastructure solutions that empower financial institutions to operate with unprecedented efficiency, agility, and innovation.
By integrating AI-driven automation, hybrid cloud architectures, and software-defined networking (SDN), Nikhitha is reshaping how banks manage their core infrastructure by ensuring high availability, real-time processing, and fortified cybersecurity in an increasingly complex financial ecosystem.
Nikhitha Pesaru’s work represents the perfect synergy of AI innovation, scalable data infrastructure, and ironclad governance. In an industry where trust, security, and efficiency are paramount, her solutions ensure that banks can leverage AI responsibly and at scale.
Nikhitha Pesaru is an expert at the digitalization of core banking platforms, the digital enablement of customer interactions, boosting analytical capabilities, enabling cloud functionality, and offering innovation in a notoriously challenging industry. Though some projects require a combination of these focus areas, while others only need one or two, her ability to adapt a solution to fit business needs keeps projects agile, effective, and affordable.
Nikhitha’s track record of leading data transformation of banking products and modernizing organizations from the bottom up speaks for itself. She successfully proposed an AI-integrated data strategy that would move one organization to an updated system without compromising the critical production environment needed to keep operations moving. Her innovative approach saved the client $2 million annually on system maintenance.
Nikhitha Pesaru’s work in AI-driven infrastructure, cloud modernization, and intelligent networking is setting new benchmarks for the banking industry. Her solutions ensure that financial institutions are not just keeping pace with digital transformation but leading it with security, scalability, and innovation at the core.
As financial institutions continue their digital transformation, leaders like Nikhitha Pesaru will be instrumental in shaping a future where data-driven banking is not just powerful but also transparent, ethical, and secure.
AI Research
Lila Sciences raises $235 million to expand AI-driven research platform | Pharmaceutical | The Pharmaletter

Lila Sciences has secured $235 million in series A financing, co-led by Braidwell and Collective Global, at a valuation of about $1.23 billion. The Massachusetts-based company, founded by Flagship Pioneering in 2023, is building an artificial intelligence platform designed to automate and accelerate the scientific method across multiple disciplines.
The latest financing follows a $200-million seed round in March and will be used to hire staff and open new sites in Boston, San Francisco and London. These locations will house the company’s so-called AI Science Factories, facilities that integrate AI, robotics and laboratory systems to design and run experiments at scale. Lila says these factories have already conducted hundreds of thousands of studies across life science, chemistry and materials science.
Building autonomous science at scale
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Gachon University establishes AI·Computing Research Institute – 조선일보
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