Data Science with less than a year in Python, SQL & Machine Learning
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Assessing your cultural and operational fit
AI & Data Science graduate with hands-on expertise in Python, SQL, Machine Learning, and Deep Learning. Experienced in building predictive models, CNN architectures, multi-agent AI systems, and RAG pipelines. Skilled in data wrangling, EDA, feature engineering, and deploying end-to-end ML solutions. Seeking to contribute as a Data Scientist or AI/ML Engineer in a data-driven organization.
Karunya Institute of Technology and Science, Coimbatore
B.Tech · Artificial Intelligence & Data Science
August 1, 2021 – June 30, 2025
Autonomous Warehouse System using LLM
March 1, 2026 – June 1, 2026
Built an end-to-end autonomous warehouse AI system using CrewAI multi-agent framework, RAG (FAISS + HuggingFace), and LLMs to automate order fulfilment — from inventory lookup to robot dispatch. Developed 4 specialized AI agents (Task Manager, Inventory, Robot Fleet, Path Planner) with custom RAG tools enabling natural language inventory queries with millisecond vector search via FAISS.
Multi-Agent Healthcare Assistant using CrewAI
March 1, 2026 – June 1, 2026
Built a multi-agent AI system using CrewAI, Python, and LLMs to analyse blood test reports, detect abnormalities, and generate patient-friendly summaries. Integrated RAG-based knowledge retrieval with ChromaDB for personalized health recommendations — demonstrating end-to-end AI pipeline design.
Real Mart Sales Performance & Business Insights Dashboard
January 1, 2026 – June 1, 2026
Analysed retail data using SQL & Python, improving business insights by 35% and ensuring 100% data integrity. Developed Power BI dashboards with KPIs and time-series analysis, increasing decision-making efficiency by 25%.
Deep Learning-Based Prediction of Spinal Stenosis Severity
January 1, 2026 – June 1, 2026
Designed and implemented CNN models (LeNet, InceptionNet, ResNet50) for MRI/CT image classification of spinal stenosis severity. Applied image preprocessing, feature extraction, and hyperparameter tuning - improving model accuracy to support clinical decision-making.
Personal Finance Management System
October 1, 2025 – June 1, 2026
Designed a normalized MySQL database ensuring 100% data integrity with optimized schema and query performance for financial transaction tracking. Created SQL queries and reports to analyse spending patterns and generate actionable financial summaries.
Advanced Certification in Data Science & AI [Offline Program]
IIT, Guwahati
May 1, 2026 – Present
POWER BI Training Certification
Besant Technologies
January 1, 2026 – Present
SQL Training & Database Management Certification
Besant Technologies
December 1, 2025 – Present
Advanced Excel Training Certification
Besant Technologies
December 1, 2025 – Present
Data Analytics in Power BI Certification
ICT Academy
September 1, 2024 – Present
Data Analyst Internship
Cube AI Solution
May 1, 2024 – Present
Cultural Fit Analysis
The candidate shows a strong interest in cutting-edge AI/ML technologies, particularly LLMs and multi-agent systems, which aligns well with innovative and forward-thinking organizations. The diversity of projects, from healthcare to retail and logistics, indicates adaptability and a broad interest in applying data science across different domains. The academic and personal projects demonstrate initiative and a drive for continuous learning, which are positive indicators for cultural fit in a growth-oriented environment.
Soft Skills & Operational Fit
The candidate's project descriptions indicate an ability to work on end-to-end solutions and integrate various technologies. The focus on practical applications (warehouse automation, healthcare assistant, sales performance) suggests a results-oriented approach. However, without specific behavioral or psychometric test results, it's difficult to assess stress handling, teamwork, or communication clarity in a collaborative setting.