Hello, I am
MARIABLESSY
RJ
Maria Blessy R J
B.Tech CSBS Student · AIML Engineer & Data Analyst · Zoho CRM Extension Developer
KGiSL Institute of Technology
AboutMariaBlessy
Data Analysis & Predictive ML Focus
I am a third-year Computer Science & Business Systems (CSBS) student at KGiSL Institute of Technology with hands-on experience in exploratory data analysis (EDA), predictive modeling, and PostgreSQL database engineering.
During my internships at Zoho Corporation and NCSP India, I built AI extensions (GLM-4.7 Flash AI) and authored schema-grounded SQL across 11 PostgreSQL production tables.
Core Philosophy
“Bridgingartificialintelligence,relationaldataengineering,andmodernwebsoftwaretodeliverhigh-impactenterprisesolutions.”
Key Competencies
- Statistical Analysis & Scikit-Learn MLPredictive modeling, hyperparameter tuning & EDA
- PostgreSQL Schema Triggers & JoinsAuthoring 11-table schemas & integrity business rules
- LLM RAG Systems & Vector EmbeddingsZero-hallucination CSV document retrieval
- 25+ DSA Problems SolvedAcross CodeChef, LeetCode & HackerRank
Education & Background Summary
InternshipRoadmap
SupplyChain&DatabaseEngineering
NCSP India Software Private Limited
Software Engineering Intern
- Authored schema-grounded SQL across 11 PostgreSQL production tables
- Engineered trigger-based business logic for ASN, inventory, order & LPN workflows
- Maintained data integrity for downstream analytics and order-fulfillment reporting
- Delivered a 19-slide technical architecture review to internal stakeholders
Mastered enterprise-grade PostgreSQL schema design & relational database engineering
AI-PoweredCRMExtensionDevelopment
Zoho Corporation
Software Engineering Intern
- Built "AI Promise Tracker" — Zoho CRM widget powered by GLM-4.7 Flash AI
- Extracted commitment summaries from customer notes & meeting transcripts automatically
- Developed extensions across Zoho CRM, Desk, and Bigin platforms
- Integrated REST APIs, Widgets, and Connectors using ZET CLI & Zoho Sigma
Gained hands-on enterprise AI integration and Zoho extension engineering experience
AI&MachineLearningFoundations
Codec Technologies
AI & ML Intern
- Gained practical experience in supervised machine learning algorithms
- Applied data preprocessing, feature engineering, and model training pipelines
- Evaluated models using Precision, Recall, F1-Score, and ROC-AUC metrics
- Completed end-to-end ML project workflows and visualization tasks
Built a strong foundation in applied AI & predictive machine learning
DataAnalyst/AIEngineerRole
Top Tech Company / Startup
Full-Time Goal
- Apply EDA, ML modeling, and SQL skills in production data environments
- Contribute to AI product development and analytics engineering teams
- Build scalable data pipelines and intelligent business intelligence tools
- Join companies like Google, Zoho, Microsoft, Atlassian, or high-end startups
Land a data analyst / AI engineering role at a high-impact tech company
FeaturedProjects
GitHubAnalytics
Pinned Repositories (@Blessy27-CSBS)
Augmented Reality interactive circuit debugging and 3D signal overlay tool.
Scikit-Learn Random Forest model with SMOTE class balancing for churn retention.
Comparative ML benchmark on IBM Watson HR dataset with 19-slide technical review.
Real-time OpenCV computer vision system for background subtraction motion tracking.
TechnicalSkills
Python
Core SpecialtyScikit-Learn & Predictive Modeling
Core SpecialtyMulti-Agent AI Systems (Gemini / LLMs)
Core SpecialtyExploratory Data Analysis (EDA) & Pandas
Core SpecialtyRandom Forest, Gradient Boosting & SMOTE
OpenCV & Computer Vision
PostgreSQL & Relational Schemas
Core SpecialtyMulti-Table SQL Joins & Subqueries
Core SpecialtyDatabase Triggers & Stored Procedures
Core SpecialtySchema Data Integrity & Supply Chain Systems
Zoho Deluge Scripting
Core SpecialtyZoho Sigma IDE & ZET CLI
Core SpecialtyZoho CRM / Desk / Bigin Extensions
Core SpecialtyREST APIs & Webhooks Integration
Data Structures & Algorithms (Java/Python)
Core SpecialtyTypeScript & JavaScript
HTML5, CSS3 & Responsive Web Design
Git, GitHub & VS Code
DataStructures&AlgorithmProficiency
25+ DSA ProblemsSolved algorithmic efficiency and data structures problems across CodeChef, LeetCode, and HackerRank.
Certifications&Training
MachineLearningwithPython
IBM / Professional Platform • 2026
Supervised ML classification, regression models, decision trees, hyperparameter tuning, and cross-validation techniques.
ZohoExtensionDeveloperIntern
Zoho Corporation • July 2026
Zoho CRM Extension Developer, Desk, and Bigin widgets using ZET CLI, Deluge scripting, REST APIs, and GLM-4.7 Flash AI.
SupplyChainDatabaseSystemsIntern
NCSP India Software Pvt Ltd • June 2026
Authored relational SQL and trigger-based business rules across an 11-table PostgreSQL production warehouse schema.
PracticalAI&MachineLearningInternship
Codec Technologies • 2026
Applied machine learning algorithms, dataset preprocessing, feature extraction, and performance validation.
EducationalJourney
B.TechinComputerScience&BusinessSystems(CSBS)
KGiSL Institute of Technology
Coimbatore, Tamil Nadu, India
Core Academic Coursework
Academic Highlights
- Top performing student in CSBS department
- Completed Software Engineering Internships at Zoho Corporation & NCSP India
- Authored 40+ open-source repositories on GitHub including AR debuggers & AI agents