Uddipta Bhattacharjee

AI Researcher

Mumbai, Maharashtra, India5 yrs 2 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in building scalable ML infrastructure.
Proven track record in financial data analytics.
Strong foundation in quantitative modeling and statistics.

Stackforce AI infers this person is a Fintech professional specializing in scalable ML systems and quantitative research.

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Skills

Core Skills

MlopsMachine LearningSoftware Development

Other Skills

LangChainGenerative AIPythonJavaDuckdbRedisApache SparkTransformersAPI DevelopmentCredit Risk Model ImplementationNode.jsAzure DevOps ServicesAmazon Web Services (AWS)Spring FrameworkWeb Development

About

I am a Machine Learning Engineer working at the intersection of production ML systems and quantitative research. At JPMorgan Chase & Co., I design and build scalable, production-grade ML infrastructure and Generative AI solutions for large-scale financial data, with a focus on model deployment, automation, and system reliability. My work spans end-to-end ML ownership; from data pipelines and feature engineering to model serving, monitoring, and optimization—supporting high-impact use cases such as portfolio-level risk analytics and regulatory stress testing (CCAR, CECL, Basel). I routinely work with distributed systems to process and analyze complex, high-volume datasets under strict performance and governance constraints. I hold an MTech in Computer Engineering from IIT Hyderabad and bring a strong foundation in quantitative modeling, statistics, and large-scale systems engineering. I am driven by building robust ML systems that move beyond experimentation into reliable production, delivering measurable business impact at scale.

Experience

5 yrs 2 mos

Total Experience

2 yrs 9 mos

Average Tenure

2 yrs 5 mos

Current Experience

Jpmorganchase

2 roles

Quantitative Research - Senior Associate

Feb 2026 – Present · 4 mos

Quantitative Research - Associate

Jan 2024 – Feb 2026 · 2 yrs 1 mo

Built and owned production-grade ML pipelines for large-scale financial portfolios, including Retrieval-Augmented Generation (RAG) based systems using LangChain, enabling automated risk analytics, document-aware stress-testing workflows, and decision support across multiple positions.
Designed end-to-end ML systems covering data ingestion, feature engineering, model training, deployment, and monitoring, using MLOps best practices to ensure reliability and auditability.
Implemented quantitative models (PD/LGD/EAD, scenario simulations) and integrated them into distributed ML systems used for regulatory programs such as CCAR, CECL, and Basel.
Developed Generative AI–powered components to automate document analysis, reporting, and analyst workflows, reducing manual processing and improving turnaround time.
Engineered scalable data platforms leveraging distributed compute and storage to process high-volume, high-complexity datasets under strict latency and governance constraints.

MLOpsMachine Learning

Accenture japan

3 roles

Team Lead (Business Architecture Specialist)

Promoted

Dec 2022 – Dec 2023 · 1 yr

Led the design and development of application features for a mission-critical tool in a client-facing project, utilizing Java, Spring, and Python to deliver high-quality solutions.
Developed a Java code coverage module that played a pivotal role in enhancing code efficiency, resulting in improved performance and productivity.
Leveraged expertise in Splunk and other technologies to create visually appealing and informative dashboards, enabling data-driven decision-making.

PythonJavaSoftware Development

Business Architecture Senior Analyst

Promoted

Dec 2021 – Nov 2022 · 11 mos

Designed and implemented a large scale translation app using JAVA and NodeJS. Also deployed in production using Azure CI/CD pipelines.
Derived actionable insights from large scale application data using Python, MySQL and Tableau to support various business decisions.
Developed a framework to automate seamless deployment of applications using CI/CD pipelines.

Software Development

Business Architecture Analyst

Jan 2021 – Nov 2021 · 10 mos

Worked on requirement understanding, architecture design and development solutions to migrate large systems from one technology stack to another using JAVA.
Developed automation scripts in using Python and shell script for streamlining different tasks of a project.
Collaborated with different stakeholders within and outside of Japan to ensure smooth operation of the project.

Software Development