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About

Dynamic and result-driven Data Science professional with a strong academic background from IIT Kharagpur and over 4 years of experience in analytics, automation, and strategic decision support. Skilled in Python, SQL, Tableau, No-Code Tool and Automation, with a proven record of leading enterprise-level solutions and building dashboards for C-suite executives.

Experience3

  1. Sr. Manager (AI Team – Data Science & Analytics)

    Dec 2022 — Present

    Bandhan Bank

    Developed and automated enterprise-level dashboards for C-suite executives, enhancing strategic decision-making and real-time business monitoring. Engineered an AI-based Document Summarizer and conceptualized an NLP-based portal for customer grievances. Implemented Geospatial Analytics to optimize bank branch locations, increasing operational efficiency.

    • Enhanced efficiency by 12% with AI-based Document Summarizer.
    • Increased operational efficiency by 8% through Geospatial Analytics.

  2. Analyst

    Jul 2022 — Oct 2022

    Axtria India Pvt Ltd

    Utilized data engineering tools including Matillion, Snowflake, and MicroStrategy while being trained on Big Data and Cloud Computing.

  3. Intern

    Jul 2021 — Oct 2021

    Earth Love United Foundation · Internship · Remote

    Analyzed datasets from the US and Africa for the Elon Musk XPRIZE competition, conducting time-series analysis and spatial mapping to support predictive analysis.

Projects6

  • NLP-Based Customer Grievance Redressal Portal (POC) · Sr. Manager, AI Team (Data Science & Analytics)

    Deployed a multi-class NLP pipeline to classify incoming grievances by sentiment, priority, department, and problem category, integrating VADER sentiment and RegEx pattern matching.

    • Text Embeddings
    • Sentiment Analysis
    • Text Classification
    • Named Entity Recognition
    • spaCy/NLTK
    • Scikit-learn
    • Automated Mailer Integration (SMTP)
    • DB integration
    • Pattern Matching

  • AI-Based Document Summarizer · Sr. Manager, AI Team (Data Science & Analytics)

    Engineered a corpus ingestion pipeline for meeting transcripts and RBI circulars, enabling customized summary generation and smart querying features.

    • Gemini API (LLM)
    • Vector Store
    • LangChain
    • Python
    • RAG Pipeline
    • Embeddings
    • Prompt Engineering

  • Multi-Stage AI System for Indian Dialect Translation & Transcription · Sr. Manager, AI Team (Data Science & Analytics)

    Developed a Cascaded ASR-NMT pipeline to generate English-translated transcripts from Indian dialect speech, deriving customer sentiment and call outcomes.

    • Audio DSP Preprocessing
    • ASR
    • NMT
    • Machine Translation
    • NLP Classification
    • Sentiment Analysis
    • Transformers-based Inferencing

  • Geospatial Analytics for Branch Network Optimization · Sr. Manager, AI Team (Data Science & Analytics)

    Conducted geospatial analysis to evaluate business-unit-to-branch conversion opportunities, identifying high-potential locations.

    • Google Earth Engine
    • GHSL
    • GPWv4.11
    • VIIRS DNB
    • Remote Sensing
    • GIS/Raster Analysis

  • AWS-Native Enterprise RAG Knowledge Bot · Sr. Manager, AI Team (Data Science & Analytics)

    Architecting a secure, serverless internal knowledge bot for conversational retrieval over internal documents, implementing semantic search.

    • Amazon Bedrock
    • Bedrock AgentCore
    • Amazon S3
    • AWS Lambda
    • Amazon DynamoDB
    • Amazon OpenSearch Serverless
    • AWS IAM
    • Amazon Cognito
    • CloudFront

  • C-Suite Executive Dashboards · Sr. Manager, AI Team (Data Science & Analytics)

    Developed and automated enterprise-level dashboards for C-suite executives, supporting real-time strategic decision-making.

    • Tableau
    • Pyspark

Education2

  • M.Tech in Earth System Science and Technology

    2022 — 2022

    Indian Institute of Technology, Kharagpur

  • B.Tech in Civil Engineering

    2022 — 2019

    KIIT Deemed to be University