AI & Machine Learning
Machine-learning workflows, computer vision, GenAI API integration, model evaluation and Human-in-the-Loop data quality.
AI SYSTEMS · PYTHON · DATA INTELLIGENCE
Final-year Information Technology engineer focused on Python development, machine learning, Generative AI integration and decision-ready analytics. I move from raw data and problem definition to a usable product, dashboard or intelligent workflow.
01 · PROFESSIONAL PROFILE
My target is not a generic “everything in technology” profile. The portfolio is structured around AI/ML software engineering, with Python development and data analytics as complementary strengths.
Machine-learning workflows, computer vision, GenAI API integration, model evaluation and Human-in-the-Loop data quality.
Python-first application development using OOP, Flask, Streamlit, REST APIs, reusable modules and Git-based workflows.
EDA, dashboard engineering, KPI reporting, data cleaning and business insight generation across structured datasets.
Relational database design, SQL analytics and foundational cloud deployment using AWS compute and storage services.
02 · SELECTED WORK
Recruiter mode prioritises business value, role relevance and the outcome of each project.
Final-year team project · Backend/API contribution
An AI-powered mathematical problem solver that converts drawn or image-based questions into structured, step-by-step explanations.
Reduced the effort required to search and format academic solutions by creating a direct image-to-explanation workflow.
Database-focused portfolio project
A sustainability trading platform that models verified projects, carbon-credit issuance, holdings, transactions, payments, audits and reporting.
Demonstrates practical database integrity, workflow automation and reporting for a regulated sustainability use case.
End-to-end ML workflow
An exploratory analytics and regression project for understanding the factors that influence medical insurance charges.
Shows the complete path from raw tabular data to interpretable insights and a baseline predictive model.
Power BI business analytics
An interactive HR dashboard that identifies attrition patterns across roles, age groups, overtime, satisfaction and departments.
Transforms raw workforce data into retention-focused insights for HR planning and management decisions.
Excel automation and dashboarding
An Excel-based workforce analytics system for performance, salary distribution, bonus allocation and total payroll monitoring.
Combines payroll and performance reporting into a single management dashboard for faster workforce analysis.
Lightweight educational classifier
A lightweight web application that classifies waste into biodegradable and non-biodegradable categories.
Demonstrates a practical, accessible classification workflow without requiring heavy compiled ML dependencies.
Computer-vision hackathon project
A planetary image-analysis project for detecting craters and boulders to support terrain understanding and landing-site analysis.
Applies computer vision to convert complex planetary imagery into structured visual detections and object counts.
03 · TECHNICAL SYSTEM
Skills are grouped by working purpose rather than arbitrary percentage bars. Python is the primary language; Java is intentionally represented as foundational knowledge.
04 · JOURNEY
The experience section stays evidence-based: academic engineering, current industry-oriented training, hackathon delivery and community involvement.
Core foundations in software engineering, DBMS, operating systems, computer networks and applied AI/data projects.
Data annotation, LiDAR workflows, dataset validation, analytics, machine-learning preparation and Human-in-the-Loop quality review.
Team coordination, project documentation, technical presentations and peer knowledge sharing.
05 · CREDENTIALS & LEARNING
Credential IDs and external verification links are deliberately omitted from the public interface. They can be added later without redesigning this section.
Professional learning credential
Professional learning credential
Professional learning credential
Professional learning credential
Professional learning credential
Professional learning credential
06 · CONTACT
Open to AI/ML, Python development, Generative AI, data analytics and adjacent software roles. Preferred locations include Kolkata, Bengaluru, Gurugram and Noida, with flexibility for remote or hybrid work.