Summary

I'm currently on the Candidate Growth team as a Data Analyst, though my day-to-day really revolves around figuring out what makes our product click for users. I have a technical background in data science and building AI models, but my favorite part of the job is stepping back from the code to ask why we're building something in the first place. I spend most of my time hanging out between the raw data and the actual user experience - helping shape how we grow, figuring out what features people actually want, and making sure all the complex math under the hood turns into something genuinely useful.

View Resume

Education

KIIT University

B.Tech in Computer Science (2021-2025)
CGPA: 8.9

Sri Chaitanya Techno School

All India Senior School Certificate Examination (2020-2021)
Percentage: 93%

St. Patricks HS School

Indian Certificate of Secondary Education Examination (2018-2019)
Percentage: 92%

Experience

WorkIndia - Data Analyst

May 2025 – Present

  • Automated WhatsApp campaigns via cron jobs and user segmentation, boosting engagement efficiency by 7%.
  • Analyzed CPD and CPR across channels via MySQL and Metabase, improving budget allocation by 23%.
  • Analyzed 2024–2025 tech job market trends, improving targeting relevance by 11%.
Hevo Data - Research Analyst Intern

June 2024 – Dec 2024

  • Administered 80+ ETL/ELT pipelines, with real-time workflows and connector development via REST APIs & secure TCP/IP.
  • Led design and implementation of a Snowflake Pricing Calculator, driving a 25% increase in MQLs.
  • Developed a context-sensitive support chatbot, which is deployed on 50+ blogs increasing user retention by 15%.
Samsung Prism - Research and Development Intern

Nov 2023 – May 2024

  • Achieved 86.3% accuracy in anomaly detection using Roberta-Large, analyzing patterns in app policy violations.
  • Built monitoring systems to detect anomalies in 10K+ user interactions, reducing false positives by 40%.
  • Implemented a RAG based architecture with LLMs like Llama 3.2 1B to develop scalable systems.

Publications

Precision Agriculture: Digital Twins and Advanced Crop Recommendation

IEEE ICOCT 2025 (Feb 2025)

Authors: Sayan Banerjee, Aniruddha Mukherjee, Suket Kamboj
DOI: 10.48550/arXiv.2502.04054

Efficient Waste Collection and Filtration using IOT

IJSREM (Jan 2023)

Authors: Sayan Banerjee, Rahul Naugariya, Shubham Patel, Shubham Kumar
DOI: 10.55041/IJSREM17403

Projects

Hevo Support ChatBot

Hevo Data (Oct 2024 - Dec 2024)

  • Designed and deployed an AI-powered chatbot using LangChain and Gemini 1.5 Flash.
  • Integrated vector-based retrieval with FAISS for efficient query resolution.
  • Implemented fine-tuned prompt engineering for accurate responses on Hevo Data’s services.
EvoDrive

KIIT (Aug 2024 - Dec 2024)

  • Built a simulation project with JavaScript to enhance autonomous driving behaviors through genetic algorithms.
  • Achieved pathfinding optimization and improved decision making across over 10,000 diverse driving scenarios.
Vehicle Movement Analysis and Insight Generation

Intel (May 2024 - Jul 2024)

  • Developed an AI-powered edge system using YOLOv8 and PaddleOCR for real-time vehicle tracking and parking lot occupancy detection.
  • Implemented license plate verification and optimized campus traffic management and security with OpenVINO acceleration.
Text-to-SQL

KIIT (Dec 2023 - Feb 2024)

  • PEFT QLoRA fine-tuned Star-Coder2-3b with SQL data for efficient code generation from natural language.
  • Leveraged vectorization and token embedding in a resource-constrained environment.

Skills

Achievements

Intel Unnati Industrial Training

Intel (Jul 2024)

Data Science

IBM (Apr 2024)

1st Position in Eureka Innovation

IIT Kharagpur (Feb 2024)

Certified Data Science Professional

Oracle (Jul 2023)

Machine Learning Specialization

DeepLearning.ai (Mar 2023)

Applied Python

Udemy (Dec 2022)

Extra-Curricular

Volunteering