Somil Gupta Email and Phone Number
As a Software Developer at Accenture Japan, I lead the charge in improving operational efficiency through Generative AI, with a focus on automating ticket resolution and reducing manual intervention. Our team's integration of advanced AI pipelines into Helpdesk platforms exemplifies my commitment to innovation and excellence in tech.With a solid foundation in Financial Engineering from IIT Kharagpur, my journey has been fueled by a passion for leveraging cloud technologies and AI to solve complex business challenges. My proficiency in Python and cloud infrastructure has been pivotal in deploying scalable solutions, mirroring my dedication to pushing the boundaries of technology.
Jpmorganchase
View- Website:
- jpmorganchase.com
- Employees:
- 286575
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Quantitative Researcher AssociateJpmorganchase Nov 2024 - PresentMumbai, Maharashtra, India
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Software DeveloperAccenture Japan Jun 2023 - Nov 2024Tokyo, JapanLed the development of Helpdesk platform to automate ticket resolution, ensuring context-aware responses by integrating an advanced GenAI & RAG pipelines.Automated Redmine ticket polling and asynchronous processing, significantly reducing manual intervention and response time.Tech Stack: Next.js, FastAPI, Azure Cloud, Kafka, VectorDB, Knowledge Graph, Multi-hop RAG, ReAct. -
Business Architecture AnalystAccenture Japan Mar 2022 - Jun 2023Tokyo, JapanBuilt AI-driven Multi Functional Technology (MFT) Analysis pipelineEngineered and deployed an MFT analysis pipeline to support R&D decisions by automating data retrieval and processing.Fine-tuned transformer models and set up an automated data pipeline, delivering insights through a fully integrated cloud-based solution.Tech Stack: Docker, AWS Batch, ECR/ECS, CloudFormation, AWS SageMaker, T5 transformer, AWS S3, Lambda, Fargate, QuickSight.
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Data ScientistAvail Finance Dec 2021 - Feb 2022Bengaluru, Karnataka, IndiaDeveloped an ML-based expense categorization system for a smart financial management app, improving accuracy and reducing manual efforts.Built a merchant identification pipeline using advanced NLP techniques, streamlining transaction classification.Tech Stack: BERT, Spacy NER, regex, KMeans clustering, TF-IDF vectors, PyTorch
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Summer Intern - Model Risk ManagementCredit Suisse May 2020 - Jul 2020Validated and enhanced the Operational Risk Stress Testing Model by independently testing and improving its accuracy.Addressed documentation gaps and automated key processes to ensure robust model validation and compliance.Tech Stack: R, statistical testing, model validation techniques. -
Data Science InternCuddle Ai Dec 2019 - Jan 2020BangaloreCreated an AI-driven Early Warning System to identify underperforming sales reps using internal sales data and metrics.Implemented a hybrid model for time series forecasting, ensuring accurate predictions across various scenarios.Tech Stack: Hybrid stacked models, time series forecasting, statistical and ML methods.
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Machine Learning InternAccrete.Ai May 2019 - Jul 2019Mumbai Area, IndiaDeveloped a ranking system for M&A rumors using machine learning, enhancing the accuracy of rumor classification.Analyzed and improved NER models to retrieve and classify entities from financial news sources.Tech Stack: Random Forest, XGBoost, BiLSTM, Residual Networks, CRF, GloVe, ELMo embeddings. -
Summer Research Intern (Finance)Indian Institute Of Management Bangalore May 2018 - Jul 2018Bengaluru Area, IndiaAnalyze the Market Impact of Public Release of Voting Proposals in Equity Mutual FundsConducted sentiment analysis on 150k individual votes for proposals in AGMs of 1500 Indian firms over three years, categorizing the sentiment and its implications.Applied predictive models in Python to assess the market impact following the public release of voting outcomes, and developed a web scraper with Selenium and VBA for data retrieval and preprocessing.Tech Stack: Python, Sentiment Analysis, Predictive Modeling, Selenium, Chrome Driver, VBA. -
Associate MemberCognitio Education Aug 2016 - Apr 2017
Somil Gupta Skills
Somil Gupta Education Details
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Financial Engineering -
Chemical Engineering
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Dr. Virendra Swarup Education Centre, Kidwai Nagar, KanpurA
Frequently Asked Questions about Somil Gupta
What company does Somil Gupta work for?
Somil Gupta works for Jpmorganchase
What is Somil Gupta's role at the current company?
Somil Gupta's current role is Quant @ JPMC | Ex Accenture Japan | IIT Kharagpur.
What schools did Somil Gupta attend?
Somil Gupta attended Indian Institute Of Technology, Kharagpur, Indian Institute Of Technology, Kharagpur, Dr. Virendra Swarup Education Centre, Kidwai Nagar, Kanpur.
What skills is Somil Gupta known for?
Somil Gupta has skills like Data Science, Finance, Web Development, Data Analysis, Digital Marketing, Machine Learning, Operations Management, Programming, Engineering, Strategic Planning, Research, Corporate Finance.
Who are Somil Gupta's colleagues?
Somil Gupta's colleagues are Isha Raut, Sabrina Walker, Cristian A., Tom Kaiser, Rachel Joy Sarmiento, Lloyd Sweeney, Michelle Rachow.
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