FinRisk AI - Production MLOps Credit Risk System
Built a complete end-to-end MLOps pipeline for credit default prediction with real-time drift monitoring and sub-millisecond inference.
FastAPILightGBMMLflowDockerAzureEvidently AI
Project Experience
Selected projects that define my resume
MarathiVani - Generative AI Tutor
Hugging Face Spaces / Seamedu Awards 2026
Pune, Maharashtra, India
Dec 1, 2025 - Jan 1, 2026
Built a multimodal GenAI tutor for rural Maharashtra students that generates Marathi explanations, educational diagrams, and voice-overs in one workflow.
Key Achievements:
- Won Best Generative AI Project Award at Seamedu Awards 2026
- Deployed a culturally relevant multimodal tutor on Hugging Face Spaces
- Designed for low-resource, high-impact education in regional language contexts
Llama 3.1GroqFLUX.1gTTSGradioHugging Face Spaces
FinRisk AI - Production-Grade Credit Risk MLOps System
Personal Project
Pune, Maharashtra, India
Jan 1, 2025 - Feb 1, 2025
Built an end-to-end MLOps pipeline for credit default prediction using alternative behavioral and financial features for New-To-Credit applicants.
Key Achievements:
- Implemented MLflow experiment tracking, Optuna tuning, shadow deployment, and drift monitoring
- Delivered transparent decisions with FastAPI and SHAP-based explanations
- Deployed the system to Azure with CI/CD via GitHub Actions
FastAPILightGBMSHAPMLflowDockerAzureStreamlitEvidently AI
Autonomous Data Analyst Agent
Local / Streamlit + FastAPI
Pune, Maharashtra, India
Jan 1, 2025 - Feb 1, 2025
Developed a privacy-first autonomous data analyst that converts natural language into pandas analysis, insights, and visualizations on large datasets.
Key Achievements:
- Designed LangGraph stateful workflows with tool-calling and sandboxed code execution
- Enabled fully local usage with Ollama and no external API keys
- Handled 100K+ record datasets with a FastAPI backend and Streamlit chat UI
LangGraphLangChainOllamaLlama 3.1FastAPIStreamlitPandasMatplotlib
Pune Air Quality & Public Health Dashboard
Seamedu Awards 2026
Pune, Maharashtra, India
Jan 1, 2025 - Feb 1, 2025
Analyzed Pune AQI trends from 2017-2024 using time-series forecasting and public-health-focused visual analytics.
Key Achievements:
- Submitted for Data Analytics Excellence Award, Seamedu Awards 2026
- Built SARIMAX forecasting and seasonal pollution analysis
- Combined statistical testing with an interactive Streamlit dashboard
PandasNumPyPlotlyStatsmodelsStreamlitMatplotlibSeaborn
Labs and builds, treated as engineering case studies
Selected work showcasing MLOps, agentic AI, and full-stack development
Autonomous Data Analyst Agent
A fully local, privacy-first autonomous agent that converts natural language queries into pandas analysis and visualizations.
LangGraphOllama (Llama 3.1)FastAPIStreamlitPandas
MarathiVani - Multimodal Generative AI Tutor
Designed and deployed a multimodal GenAI system that generates accurate Marathi explanations and natural voice-overs.
Llama (Groq)FLUX.1gTTSGradioHugging Face
Crop DiseaseAI - Real-time Crop Disease Detection
Developed a deep learning model achieving 89.6% validation accuracy for detecting diseases in soybean and sugarcane crops.
PyTorchEfficientNet-B0Computer Vision
Skills grouped by engineering domain
The technologies and tools I work with
AI & Agentic Systems
LangChainLangGraphRAGOllamaLlama 3.1GroqGeminiPrompt EngineeringVector DBs (FAISS, Chroma)
Machine Learning & MLOps
PyTorchScikit-learnLightGBMXGBoostNumPyPandasETL PipelinesSHAPMLflowDockerPyTestAzureCI/CD (GitHub Actions)Evidently AI
Core Programming
PythonSQL (PostgreSQL, SQL Server)C++C#LinuxGitFastAPIStreamlitGradio
Visualization & BI
Power BITableauMatplotlibSeaborn
Education & Certifications
Academic background and key achievements
Master of Computer Applications (MCA)
Data Science & Analytics
Ajeenkya DY Patil University
Aug 2025 - May 2027CGPA: 8.1/10
Bachelor of Computer Applications (BCA)
Computer Applications
St. Edmunds' College
Jun 2021 - May 2024CGPA: 7.4/10
Best Generative AI Project Award
Seamedu Awards 2026
Awarded for MarathiVani (Multimodal AI Tutor)
Winner - 2026
Hackathons & Open Source Contributions
Extracurricular engineering achievements
GirlScript Summer of Code (GSSoC) 2026
Open-source contributor
HackOn With Amazon 6.0
Competitive technical event participant
Razorpay AI Buildathon
AI architecture and buildathon participant
Looking for a Data Science / AI / ML intern?
I'm seeking full-time roles or internship opportunities where I can contribute to production AI systems, MLOps workflows, and data-driven products.