JalNetra जलनेत्र
Satellite-Based Water Quality Monitoring Platform
- 13 GB to 7 MB data per satellite pass
- 30 water bodies in Maharashtra
- 75 alerts from 2.5 years of data
Python, FastAPI, React.js, PostgreSQL, Google Earth Engine
Suraj Gharde
Full-stack developer. I build React and FastAPI apps and the data and AI pipelines behind them.
B.Tech IT at AISSMS IOIT, Pune, graduating in 2027. Two hackathon wins and a runner-up finish.
How my projects work
1Input
Sentinel-2 imagery for 30 water bodies in Maharashtra
2Process
Celery and Earth Engine pipeline: 13 GB to 7 MB per satellite pass
3Detect
ML anomaly detection (DBSCAN, Isolation Forest, seasonal baselines) with explainable scoring
4Output
75 alerts from 2.5 years of data, on a map dashboard and a GPT-powered Telegram bot
1Input
MSME loan documents
2Extract
Hybrid OCR (Tesseract + AWS Textract) pulls 14 financial line items and flags GST mismatches
3Score
XGBoost default-risk model with SHAP explanations; graph analysis traces circular trading
4Output
Early-warning dashboard and LLM-generated Credit Appraisal Memo PDFs
1Input
A pilgrim asks by chat, voice or the in-app IVR phone line, in Marathi, Hindi or English
2Transcribe
Deepgram speech-to-text for voice and calls
3Act
GPT-4o function calling across 8 tools, including crowd forecast, routing, facilities, SOS and lost and found. SOS requires human confirmation.
4Output
Answers in chat or voice with Marathi text-to-speech, plus a Leaflet crowd map
Projects
CreditIQ AI
AI-Powered Credit Risk & Fraud Detection System
- 14 financial line items extracted by hybrid OCR
Python, FastAPI, React.js, XGBoost, NetworkX, Cohere LLM
WariVerse वारी
Multilingual AI Assistant for Pandharpur Wari Pilgrims
- 3 languages: Marathi, Hindi, English
- 8 tools behind GPT-4o function calling
React Native (Expo), TypeScript, FastAPI, PostgreSQL, Redis, OpenAI GPT-4o
Client work
Aniket Tours & Travels
Fleet & Tour Booking
Launched an SEO-optimized site with tour packages and customer inquiries.
NextGen Digital Hub
Printing & Online Services
Delivered online print ordering, price estimates and a counter print queue.
Goodwill Education
Coaching Institute
Built an event-management module and student/parent query handling.
Experience
Full Stack Developer Intern
InnovExc Tech Solutions Pvt. Ltd., Pune
- Developed responsive React.js interfaces and RESTful APIs (Node.js, Express.js) for data-driven features, working end-to-end through database operations and deployment.
- Automated repetitive application processes, streamlining workflows and improving operational efficiency.
- Validated builds against functional and edge-case scenarios, catching defects before production releases.
Jan 2026 – Jun 2026
Hackathons and activities
Winner at HackRonyX 2.0, SVPCET, Nagpur
Ranked first among 500+ registered teams.
Winner at Hack the Hardware, SCET, Nagpur
Secured the top spot in a hardware-focused hackathon.
First Runner-Up at Varithon 2026, MMCOE, Pune
Placed second in a 24-hour offline hackathon.
Technical Volunteer, Philants NGO
Supported community and social initiatives.
Skills
- Languages
- Python, SQL, JavaScript, TypeScript, C++, C
- Frontend
- React.js, HTML, CSS, Tailwind CSS, Bootstrap
- Backend
- FastAPI, Node.js, Express.js, REST APIs
- Databases
- PostgreSQL, MongoDB, MySQL, ChromaDB, Redis
- Data & AI/ML
- Pandas, Scikit-learn, XGBoost, SHAP, LangChain, RAG, FinBERT, NetworkX
- Tools
- Git, GitHub, VS Code
- Core
- DSA, DBMS, OOP, OS, Computer Networks, Problem-Solving
- Also used in projects
- Google Earth Engine, Celery, DBSCAN, Isolation Forest, Cohere LLM, Tesseract, AWS Textract, React Native (Expo), OpenAI GPT-4o, Deepgram, Leaflet
Education
B.Tech. in Information Technology
AISSMS Institute of Information Technology, Pune
Aug 2023 – Aug 2027, 8.15 CGPA (Ongoing)