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Eswar Rao RALLA

CTO

Hyderabad, Telangana, India18 yrs 1 mo experience
Most Likely To SwitchAI ML Practitioner

Key Highlights

  • Over two decades of expertise in data science.
  • Pioneered generative AI solutions in finance.
  • Published researcher in responsible AI.
Stackforce AI infers this person is a Fintech expert specializing in Generative AI and Machine Learning solutions.

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Skills

Core Skills

Generative AiMachine LearningNlp

Other Skills

A2AAGENTIC AIAGENTS SDKAI AgentsAI agentsAdverse Media ScreeningAnalysisAnalyticsAzure Machine LearningBig DataBusiness AnalyticsBusiness IntelligenceCC++Cluster Analysis

About

Innovative and impact-driven data scientist with over two decade of cross-functional expertise spanning machine learning, deep learning, and generative AI. Trained as a computer scientist and applied mathematician, I bring an exceptional ability to translate complex algorithms into scalable, real-world intelligence. With leadership experience at JPMC, IBM, Microsoft, Deloitte, and HSBC, I have consistently delivered enterprise-grade AI solutions and advanced research contributions at the forefront of applied data science. Strategic Expertise Includes: Generative AI & Agentic Systems: Spearheaded the development of Retrieval-Augmented Generation (RAG) architectures, autonomous AI agents, and advanced summarization systems using LangChain, LangGraph, LlamaIndex, and orchestration frameworks such as MCP and A2A. Skilled in prompt engineering across diverse LLM ecosystems including OpenAI, Gamma, LLaMA 2, Hugging Face, and GROQ. Deep Learning & Model Innovation: Architected neural solutions employing CNNs, RNNs, TRANFORMERS, Autoencoders, LSTMs, and Restricted Boltzmann Machines, with fine-tuned control over activation functions, regularization strategies (Dropout, L1/L2), and optimizers (RMSProp, Adam) within TensorFlow and Keras. Machine Intelligence & Enterprise AI: Designed robust predictive models leveraging LightGBM, XGBoost, and custom statistical techniques to enable intelligent automation and decision support across finance, analytics, and IT operations. Deep understanding of business optimization and operational analytics. Research & Thought Leadership: Published researcher with a passion for advancing responsible and explainable AI. Known for synthesizing academic rigor with engineering execution to foster innovation in high-impact environments. With a master's degree in computer science specializing in AI, Eswar brings both academic knowledge and practical experience to the table. His focus on solution design, technological innovation, and team development ensures not just project success but also long-term organizational growth.

Experience

Jpmorgan chase & co.

GEN AI Architect

Dec 2019Present · 6 yrs 3 mos · India · Hybrid

  • Eswar is a Data & applied Scientist at JP Morgan in the Data Science and Machine Learning Applied Research (2019 - Present). Eswar has 18 years of experience in industrial, research and academic world. Did graduation in Computer Science and Statistics (2002) from Andhra university.
  • Develop cutting-edge architectural strategies for Gen AI components and platforms, leveraging advanced techniques such as chunking, Retrieval-Augmented Generation (RAG), Ai agents, and embeddings. Balance build versus buy decisions, ensuring alignment with SaaS models and decision trees, particularly for the PepGenX platform. Emphasize low coupling and cohesive model development.
  • Lead working sessions for Arch Alignment, pattern library development, GEN AI Tools Data Architect alignment, tag new components to reuse (components reuse strategy), patterns of the usecases, reuse components ( save efforts, time money).
  • Lead the implementation of LLM operations, focusing on optimizing model performance, scalability, and efficiency. Design and implement LLM agentic processes to create autonomous AI systems capable of complex decision-making and task execution.
Generative AIRetrieval-Augmented GenerationAI agentsembeddingsLLM operationsMachine Learning

Microsoft

Senior Data Scientsit

Aug 2015May 2017 · 1 yr 9 mos · India · On-site

  • Eswar is a Data & applied Scientist at Microsoft in the Data Science and Machine Learning. He has 15 years of experience in industrial, research and academic world. Did graduation in Computer Science and Statistics (2002) from Andhra university. Had worked with Deloitte & HSBC for a decade as Data Scientist, and involved in the Business Analytics and Optimization, IT Operations Analytics etc. Having couple of research publications on Data Science.

Ibm

Lead Data Scientist

Jun 2015Jun 2017 · 2 yrs · India · On-site

  • Eswar is a Data & applied Scientist at IBM in the Data Science and Machine Learning Applied Research (2015 - 2017).
  • My work was primarily focused on developing ML and NLP aided solutions for banking sector in E-AML and KYC domains, specifically automating Adverse Media Screening, Sanction/PEP Screening and Payment Screening.
  • I led a team of engineers, and we are responsible for quick prototyping and to provide solutions to business use-cases having application of AI
  • I spend time on research in the ML domain, I have written a white paper and also filed a patent in NLP domain.
Machine LearningNLPAdverse Media ScreeningSanction ScreeningPayment Screening

Deloitte

Senior Data Scientist

Nov 2012Oct 2015 · 2 yrs 11 mos · Hyderabad Area, India

  • Eswar is a Data & applied Scientist at Deloitte in the Data Science and Machine Learning Applied Research (2012 - 2015).

Hsbc

Data Scientist

May 2008Oct 2012 · 4 yrs 5 mos · Hyderabad Area, India

  • Eswar is a Data & applied Scientist at HSBC in the Data Science and Machine Learning Applied Research (2008 - 2012).

Ness technologies | נס טכנולוגיות

Sr Data Analyst

Mar 2007Mar 2008 · 1 yr · Hyderabad Area, India

  • Worked as a Software engineer and implemented different applications using tools Data stage, MSBI, TERADATA, JAVA, C++.

First american (india)

Data Analyst

Feb 2006Feb 2007 · 1 yr · Bengaluru Area, India

  • Worked as a Software engineer and implemented different applications using JAVA, C++, SQL SERVER

Nous infosystems

Software Engineer

May 2005Feb 2006 · 9 mos · Bengaluru Area, India

  • Worked as a Software engineer and implemented different applications using JAVA, C++, SQL SERVER

Education

Andhra University

Bachelor's degree — Computer Science

Apr 1999Apr 2002

NIT EDUREKA

PG Certification — Artificial Intelligence

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