ABOUT THE ENGINEER

Connecting research with production-grade AI systems.

With over 2 years of industry experience as an Associate Consultant at EY India, I specialize in designing and deploying end-to-end automation pipelines, computer vision models, and custom GenAI modules.

My drive to explore the deep foundations of machine learning led me to pursue a PhD in Agentic AI and LLMs at the prestigious Vellore Institute of Technology (VIT) starting in mid-2025. This dual perspective of industry excellence and academic rigor allows me to develop robust, research-backed AI systems that yield real-world optimizations.

ACCESS RESUME ARCHIVE:
9.38
B.Tech GPA
Gold Medalist for academic excellence
2+
Years at EY India
Designed automated client OCR & ML pipelines
80%
Efficiency Boost
Achieved in client enterprise workloads

WORK EXPERIENCE

04/07/2025 - PRESENT

PhD Scholar

Vellore Institute of Technology
Vellore, Tamil Nadu, India

Conducting advanced research in Agentic AI systems and Large Language Models (LLMs). Engineering novel autonomous agents and reasoning architectures to solve complex real-world challenges.

Agentic AI LLMs Deep Learning Academic Research
02/2023 - 04/2025

Associate Consultant

EY India
New Delhi (Full-time)

Led cross-functional teams in delivering machine learning, deep learning, and cloud solutions. Designed end-to-end automation pipelines achieving up to 80% efficiency improvements in client workloads.

  • Collaborated on international data assessment, cleaning, and model mapping with EY MENA.
  • Developed custom GenAI retrieval tools and OCR digitization engines on cloud infrastructures.
  • Engineered deep learning computer vision algorithms for real-time industrial monitoring.
Azure Cloud Python FastAPI Pandas Generative AI
08/2019 - 07/2023

B.Tech in Computer Science Engineering

JIS University
Kolkata, West Bengal, India

Graduated with an outstanding GPA of 9.38. Awarded the prestigious Gold Medal for academic excellence, along with the JIS Puroshkar and JIS Academic Award.

Computer Science Algorithms Machine Learning

CORE PROJECTS

PRJ_01 // OCR 08/2024 - 02/2025

Digitization of Academic Record Sheets

Created an end-to-end automation pipeline to digitize legacy physical academic reports. Utilized Python for data processing and Azure AI Document Intelligence for advanced OCR, achieving high precision extraction.

>88% Accuracy
Azure AI Platform
Python Azure Document Intelligence OCR
PRJ_02 // ANALYTICS 03/2024 - 08/2024

Asset Product Management for Electricity Company

Collaborated with EY MENA to assess and clean large-scale assets performance data. Built predictive analytics dashboards using Pandas to forecast and measure maintenance and management costs for key stakeholders.

KSA Client Region
Pandas Data Engine
Pandas Data Cleaning Predictive Analytics
PRJ_03 // VISION 10/2023 - 05/2024

AI-driven Telecom Tower Monitoring System

Developed a deep learning model using YOLOv8 to detect machinery in telecom tower images and engineered an algorithm to estimate tower heights. Integrated the services with FastAPI for real-time tracking across India.

YOLOv8 Architecture
FastAPI Integration
YOLOv8 Computer Vision FastAPI Real-time
PRJ_04 // GENAI 01/2024 - 02/2024

Learning Path with GenAI & Multilingual Speech

Built a proof-of-concept custom LMS module. Integrated OpenAI's GPT-4 for knowledge retrieval from PDF course content and Bhashini API to enable multilingual text-to-speech support for dynamic learning pathways.

GPT-4 LLM Core
Bhashini TTS API
GPT-4 Bhashini API LLM RAG LMS
PRJ_05 // SECURITY 07/2023 - 09/2023

Forgery Detection in Healthcare Records

Designed and built a web-based document verification system to detect fraudulent medical reports for hospitals in Hyderabad. Implemented core AI algorithms to check report integrity.

75% Verification Imp.
Web-Based Interface
Security AI Healthcare Python Web Portal

SKILLS MATRIX

Machine Learning & DL
Cloud & AI Technologies
Programming & Tools
Web Development
CONSOLE://SKILLS_MATRIX_DEEP
TensorFlow TensorFlow & Keras
90%
PyTorch PyTorch
85%
Large Language Models
90%
OpenCV Computer Vision & YOLO
88%
NLP & Transformers
85%
Scikit-Learn Scikit-Learn & Classical ML
95%
Azure Azure Cloud Platform & VMs
85%
Azure AI Azure AI Document Intelligence
90%
OpenAI OpenAI API & Gemini API
92%
GCP Google Cloud Platform (GCP)
80%
Cloud Vision Google Cloud Vision
85%
Bhashini Translation API
80%
Python Python
95%
SQL SQL
85%
Pandas Pandas & NumPy
95%
Git Git & Version Control
90%
Linux Linux / Unix Environment
85%
VSCode VSCode & Jupyter Notebook
95%
FastAPI FastAPI
90%
Django Django
80%
Flask Flask
85%
Streamlit Streamlit
90%
HTML5 HTML5 / CSS3 / Vanilla JS
75%

PUBLICATIONS & CERTIFICATIONS

Publications

PATENT / PROCEEDINGS

System and Method for Automatic Real-Time Recognition of Visitors from Plurality of Images at the Door-Step

Published in Easychair - RAICCIT, 2023 (Ref.No.: IGEN 858, May 2023).

Invented and documented an automated face recognition system utilizing multiple camera streams for visitor verification, custom notifications, and security management.

Certifications

AI For Everyone

Coursera | 08/2024

AWS Business Essentials

Udemy | 07/2024

GCP Fundamentals for Beginners

Udemy | 07/2024

Cloud Computing Fundamentals

Udemy | 07/2024

COMMUNICATION CENTER

Direct Connection Nodes

Recruiters and researchers can establish secure communication channels via the node links below:

TRANSMISSION_CONCENTRATE.EXE
guest@kpal:~$ ./initiate_transmission
Target established: palkrishnendu2@gmail.com
Enter data packets for transmission...