Summary

I'm a ML Developer with a strong background in Machine Learning, Deep Learning, and Large Language Models (LLMs). I specialize in developing and fine-tuning models using PyTorch and TensorFlow, with hands-on experience in large-scale data mining, analysis, and visualization using Python, SQL, and Hadoop/Hive. As a published author passionate about AI research, I excel in cross-functional collaboration and ensuring regulatory compliance while leveraging data-driven insights for optimization.

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Education

KIIT University

B.Tech in Computer Science (2021-2025)
CGPA: 8.88

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

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