Hi, I'm Sanjana M

AI & Machine Learning Engineer building real-world AI systems, research-grade applications, and intuitive dashboards.

📍 Bangalore, India 🎓 CGPA: 9.1/10 📚 2 Publications 🏆 4+ Hackathon Wins
Sanjana M
9.1
CGPA
7+
OSS PRs
2
Publications

Education

Academic excellence and strong foundation

B.E. in Artificial Intelligence & Data Science

BGS College of Engineering and Technology | 2022 - Present

CGPA: 9.1/10 - Focused on machine learning, deep learning, data analytics, and AI systems development with hands-on project experience.

Pre-University College (PCMB)

BGS PU College

Percentage: 94.6% - Excelled in Physics, Chemistry, Mathematics, and Biology with strong analytical and problem-solving skills.

Secondary School (CBSE)

Edu Asia International School

Percentage: 87% - Built strong fundamentals in mathematics, science, and computational thinking.

Featured Projects

Real-world AI systems with measurable business impact

🌟

LumaStream Analytics

Real-time log intelligence dashboard with FastAPI, streaming UI updates, automated summarization, and anomaly detection for live system monitoring.

FastAPI SSE Chart.js CI/CD SQLite
Real-time streaming with SSE
Anomaly detection & reporting
PDF/JSON export support
☀️

Solar Energy Loss Analyzer

ML-driven solar performance diagnostic tool that decomposes PV plant losses using predictive models and advanced analytics.

LightGBM XGBoost Streamlit Plotly Pandas
92-95% model accuracy achieved
30% improvement in loss attribution
50% reduction in analysis effort
💹

DecisionLens

AI-powered strategy simulation platform combining NLP insights with visualization using vector search and embeddings.

LangChain FAISS Firebase Streamlit NLP
60% enhanced decision-making efficiency
3× faster data lookup with FAISS
Real-time scenario simulations

Action Alchemy

Python-based automation tooling repository showcasing process pipelines and modular workflow automation with robust backend logic.

Python Automation APIs Workflows
Modular workflow automation
Process pipeline optimization
Backend scripting proficiency
💰

Money Map

Personal Finance Management System with data analytics, visualization, spending tracking, budget forecasting, and AI insights.

Python Analytics Visualization AI
Published in IOSR-JCE
Predictive budget forecasting
Dynamic spending insights
🎯

CareerLens

AI-driven career guidance platform analyzing user inputs to provide personalized recommendations, skill gap insights, and learning pathways.

AI Python Analytics ML
Personalized career recommendations
Skill gap analysis engine
Intelligent learning pathways

Technical Arsenal

Core competencies across the AI & ML stack

🤖

ML & AI

Scikit-Learn TensorFlow PyTorch Transfer Learning Fine-Tuning YOLOv5
💬

NLP & GenAI

NLP Pipelines Transformers Embeddings LangChain RAG AI Agents Prompt Engineering
⚙️

Backend & APIs

FastAPI Flask Streamlit REST APIs SSE Python SQL
📊

Data & Visualization

Pandas NumPy Matplotlib Seaborn Plotly Power BI
🗄️

Databases & Infrastructure

MongoDB Neo4j SQLite Firebase
☁️

MLOps & Cloud

Git GitHub CI/CD AWS Render Docker

Research & Publications

Peer-reviewed contributions to AI research

Petzy: AI-Powered Interactive Pet Companion

Springer Nature | ETMIS 2025 (Scopus Indexed)

Led the development of an AI-driven interactive pet system featuring NLP-based dialogue, adaptive behavior modeling, 3D interaction, real-time data synchronization, and multilingual voice capabilities with robust API architecture.

View on LinkedIn →

Money Map: The Personal Finance Management System

IOSR Journal of Computer Engineering | Vol. 27, Issue 2 (Mar-Apr 2025)

Developed a comprehensive data-driven personal finance platform integrating predictive analytics, automated expense tracking, dynamic visualization, and AI-powered budgeting recommendations to help users achieve financial goals.

View Publication →

Experience & Contributions

Building impactful solutions across organizations

Machine Learning Intern

Orinson Technologies | Sept 2024 - Nov 2024

Developed predictive ML models for healthcare analytics achieving 88% accuracy and 92% trend prediction. Built a YOLOv5-based detection system with 91% precision for real-world deployment scenarios.

Open-Source Contributor

GSSoC 2025 | July 2025 - Oct 2025

Delivered 3+ impactful PRs to large-scale projects like City Pulse and KrishiMitra, enhancing features and system reliability. Built a real-time forecasting module with data analytics, model optimization, and API integration for farmer-centric insights.

Open-Source Contributor

Hacktoberfest 2025 | Oct 2025

Contributed 4 high-impact PRs enhancing features, fixing critical issues, and boosting system reliability across Python, ML pipelines, and REST APIs. Improved codebase quality through structured reviews and optimized Git workflows.

Achievements & Recognition

Excellence in technical innovation and competition

🏆

Zelestra × AWS ML Ascend Winner

Winner of ML Ascend Challenge 2025 (Second Edition)

🥇

AROHAN 2.0 Winner

National Level Project Exhibition

🥈

Inter-College Hackathon

Runner-up at SVIT College

🌍

Global Hackathon Semi-Finalist

ATEMCS Global Hackathon

Certifications

Professional development and continuous learning

☁️ AWS Cloud Practitioner Essentials

Fundamentals of cloud concepts, AWS core services, security, pricing, and architectural best practices.

📊 AWS Data Analysis & Visualization with Power BI

Hands-on experience in data modeling, interactive dashboards, and business-focused visual analytics with Microsoft tools.

🐍 Python for Data Science - IIT Madras (NPTEL)

Strong foundation in Python programming, data analysis, and problem-solving for data-driven applications.

Let's Connect

Open to collaborations, opportunities, and innovative projects