ABOUT
I'm an AI & Machine Learning Engineer passionate about building intelligent systems that solve real-world problems. Currently pursuing a B.Tech in Computer Science & Technology from the University of Engineering and Management, Kolkata, with a GPA of 8.42.
My expertise spans machine learning, deep learning, generative AI, and Data Science . I specialize in creating explainable AI solutions, RAG (Retrieval-Augmented Generation) systems, and deploying production-grade ML models using MLOps best practices.
Through my internship at AICTE & Edunet Foundation, I've developed strong skills in Python, PyTorch, TensorFlow, and modern LLM frameworks. I'm particularly interested in making AI systems more interpretable, efficient, and accessible.
PROJECTS
Multi Source RAG Agent
GitHubAdvanced RAG system leveraging multiple data sources with intelligent query routing and LLM integration
- →Optimized query response accuracy through intelligent RAG agent
- →Reduced debugging time by 30% with LangSmith tracing
- →Integrated Wikipedia, Arxiv, and LangSmith data sources
Neuro Ease – LLM-Powered Mental & Technical Aid
GitHubFull-stack mental health and technical support platform powered by Gemini 2.0 Flash with role-based access
- →Built strict prompt-engineered pipeline for domain-restricted responses
- →Deployed optimized full-stack system cutting LLM response time
- →Integrated secure session handling & role-based access control
ClarityMD – Explainable AI Medical Diagnosis
GitHubProduction-grade medical diagnosis system with visual explanations using XAI techniques and Grad-CAM saliency maps
- →Achieved 81% weighted accuracy on imbalanced dataset with 90% Pneumonia recall
- →Built multimodal XAI pipeline with Grad-CAM visualizations
- →Delivered complete MLOps proof-of-concept with Streamlit deployment
CNN-Based Wildfire Detection System
GitHubDeep learning system for real-time wildfire detection using computer vision and transfer learning
- →Developed CNN using TensorFlow and Keras architecture
- →Applied data augmentation and ROC/F1-score evaluation
- →Implemented clustering with ResNet50 + KMeans
ML-Based Accident Prediction
GitHubTraffic accident prediction system using ensemble machine learning algorithms with RESTful API integration
- →Implemented RandomForest and XGBoost ensemble models for accident prediction
- →Developed data preprocessing and feature engineering pipelines
- →Integrated ML backend with React frontend via Node.js API layer
- →Tested RESTful endpoints with Postman for reliability
NEXUS – AI/ML Career Guidance Platform
GitHubIntelligent career mentorship and academic guidance system powered by AI/ML with interactive learning tools
- →Built resume analysis engine for skill extraction and assessment
- →Implemented skill gap visualization and learning roadmap generator
- →Created interactive quizzes with backend-frontend integration
- →Integrated speech recognition for voice-based interaction
Password Strength Checker
GitHubSecurity-focused password validation tool with entropy calculation and real-time strength feedback
- →Implemented comprehensive password strength scoring algorithms
- →Applied regex-based pattern matching for security rule enforcement
- →Calculated password entropy for quantified security metrics
- →Provided user-friendly feedback on password safety improvements
OM GITA — Intelligent Spiritual Assistant
GitHubModern AI-based spiritual guidance system inspired by the Bhagavad Gita, making Sanatan Dharma teachings accessible through technology
- →Supports Sanskrit, English, Hindi, and Bengali translations of all verses
- →AI-powered explanations with voice and text-based interactions
- →Advanced search by chapter and verse with intelligent matching
- →Robust backend API with comprehensive database of slokas and translations
EXPERIENCE & EDUCATION
Professional Experience
AI & Data Science Intern
AICTE & Edunet Foundation
April 2025
Developed CNN-based wildfire detection system with advanced evaluation metrics and clustering techniques
- ✓Developed CNN-based wildfire detection using TensorFlow and Keras
- ✓Applied data augmentation, ROC/F1-score evaluation, and ResNet50 + KMeans clustering
- ✓Delivered complete project with visualizations and real-time image predictions
Education
B.Tech in Computer Science & Technology
University of Engineering and Management
Kolkata, India
GPA: 8.42Till 6th Sem (May 2025)
Senior School Certificate Examination
Ichapur N.C. High School
Durgapur, India
Score: 72%April 2021
10th Certificate Examination
Ichapur N.C. High School
Durgapur, India
Score: 69%April 2019
My Skills & Expertise
Comprehensive AI/ML expertise spanning data science, deep learning, generative AI, and production deployment.
Certifications
ACHIEVEMENTS
Conference Paper Accepted
Co-authored a research paper on "Iterative LLM Self-Improvement" accepted at CICBA 2025
Top 60 of 8,000
Selected in the top 60 participants for the AICTE & Edunet Foundation AI & Data Science Program
Hack4Bengal Cracked
Successfully competed and delivered an AI-based Agent with a 4-member team in 48 hours at Hack4Bengal S4 Hackathon
"Continuous learning and pushing boundaries in AI/ML are fundamental to my growth. Each achievement represents not just recognition, but a milestone in my journey to create impactful, intelligent systems."
Sketches & Artistry
Blending traditional artistic techniques with spiritual expression and cultural symbolism
Anatomical Skull Study
True love doesn’t end with life,it lingers in memory, longing, and what remains.
Spiritual Trinity - Shiva
From Om arises the cosmos,in Shiva and Shakti flows the eternal divine power.
Emotional Eye Study
The eye reveals what the heart tries to bury — hidden pain seeking a way out.
HOBBIES & CREATIVE PURSUITS
Digital & Traditional Painting
Exploring visual storytelling through abstract and contemporary art. Creating paintings that merge color psychology with emotional expression.
Specializations
Sketching & Drawing
Daily sketching practice for visual thinking and design exploration. Combining technical precision with artistic freedom.
Specializations
Mandala Art & Sacred Geometry
Creating intricate mandala designs as meditation and mindfulness practice. Exploring geometric patterns and symmetry as a form of therapeutic art.
Specializations
Spiritual + Technology Fusion
Bridging the gap between ancient spiritual wisdom and modern technology. Exploring how AI can enhance meditation, mindfulness, and spiritual growth.
Specializations
The Intersection of Art & Technology
I believe that true innovation happens at the intersection of creativity and technology. My artistic pursuits fuel my technical problem-solving abilities, while my ML expertise opens new possibilities for digital art and creative expression.
Through hobbies like mandala art and spiritual practice, I explore mindfulness and balance—principles I apply to building ethical, human-centered AI systems. Art teaches patience; technology teaches precision. Together, they create something extraordinary.
Resume
"Hard work opens doors, smart work makes them stay open, opportunities meet preparation, and luck smiles upon those who believe in God's plan."
GET IN TOUCH
Let's connect where Data and Artificial Intelligence flow into spiritual awareness, and artistic vision transforms research into meaningful innovation.