Shobhit Maheshwari

AI Researcher

Bengaluru, Karnataka, India6 yrs experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Expert in leveraging AI for data extraction.
Proven track record in building QA pipelines.
Strong background in machine learning and data science.

Stackforce AI infers this person is a Data Scientist specializing in AI-driven solutions for Fintech and Consumer Goods.

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Skills

Core Skills

Data ScienceMachine LearningResearch

Other Skills

AirflowAlgorithmsAmazon Web Services (AWS)AndroidArtificial IntelligenceC (Programming Language)C++CommunicationConvolutional Neural Networks (CNN)Data AnalysisData EngineeringData ExtractionDeep LearningFastAPIGenerative AI

Experience

6 yrs

Total Experience

2 yrs

Average Tenure

4 yrs 3 mos

Current Experience

Roadzen

Lead Data Scientist

Apr 2025 – Present · 1 yr 2 mos · Bangalore Urban, Karnataka, India · Hybrid

Working on leveraging opensource models to extract structured information from confidential documents

Google Cloud Platform (GCP)Natural Language Processing (NLP)Optical Character Recognition (OCR)Data ScienceMachine Learning

The university of edinburgh

2 roles

Research Collaborator

Jan 2025 – May 2025 · 4 mos

Was a part of the research group with Prof. Tiejun Ma for extending the work on data extraction from large financial documents

Data ExtractionNatural Language Processing (NLP)Data ScienceResearch

Research Assistant

Sep 2024 – Jan 2025 · 4 mos

Built a QA pipeline on 70GB of FTSE All-Share annual reports. GPT outperformed 4-bit LLaMA and Mistral by ~12%. Improved answer quality by 16% over RAG using a custom MapReduce-Ranking approach with no added latency. Also worked on refining the framework for easy QA on long PDFs.

Natural Language Processing (NLP)Machine LearningData AnalysisData Science

Roadzen

2 roles

Senior Data Scientist

Promoted

Jan 2022 – Aug 2023 · 1 yr 7 mos

Primarily focussed on making fault tolerant end-to-end pipelines for automated model training, evaluation and deployment

Data EngineeringMachine LearningDeep LearningData Science

Data Scientist

Jun 2020 – Dec 2021 · 1 yr 6 mos

Leveraged the state of the art segmentation models for insurance claims by segmenting parts, profiles and damages along with the severity on vehicle images

Image SegmentationMachine LearningData Science

Spoonshot

2 roles

Data Scientist

Jul 2019 – Jun 2020 · 11 mos · Greater Bengaluru Area

Focussed on building a recommendation engine for Consumer Packaged Goods companies by providing them with novel flavour pairings which were extracted using food embeddings and their closeness in vector space

Recommendation SystemsData AnalysisData ScienceMachine Learning

Data Science Intern

Jan 2019 – Jun 2019 · 5 mos · Greater Bengaluru Area

Worked on problem statements like aspect based sentiment analysis and extracting flavour compounds corresponding to ingredients from research paper using OCR and NLP

Natural Language Processing (NLP)Optical Character Recognition (OCR)Data ScienceMachine Learning