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
Best Generative AI Project Award winner
AI, Machine Learning &Data Science Systems
Hi, I'm AMARJIT JHA.
I am Amarjit Jha, an MCA Data Science & Analytics student based in Pune. I build production-ready AI and ML systems with a focus on MLOps, agentic AI, and explainable machine learning. I recently won the Best Generative AI Project Award at Seamedu Awards 2026 for MarathiVani and am actively seeking full-time roles or internships in Data Science, AI, and ML.
19+
Projects Built
13+
AI/ML Projects
2+
Awards
Full-Time / Internship
Target
About Me
Focused on production AI systems, MLOps, and explainable machine learning
I'm an MCA Data Science & Analytics student based in Pune. I build production AI/ML systems that are designed to be useful, explainable, and deployable in the real world.
My recent work spans production MLOps for credit risk, fully local agentic AI, and award-winning generative AI for regional-language education. I care about interfaces, but I care more about whether the model actually helps users.
I won the Best Generative AI Project Award at Seamedu Awards 2026 for MarathiVani and I'm currently seeking full-time roles or internships in Data Science, AI, and ML.
$ whoami --focus
machine-learning · generative-ai · mlops · data-engineering
Programming & Core
PythonSQL (PostgreSQL, SQL Server)C++C#LinuxGit
Machine Learning & MLOps
PyTorchScikit-learnLightGBMXGBoostNumPyPandas
Labs and builds, treated as engineering case studies
The projects that best match my resume and current focus areas
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
Project Highlights
Selected AI, MLOps, and analytics work from the resume
Dec 1, 2025 - Jan 1, 2026
MarathiVani - Generative AI Tutor
Hugging Face Spaces / Seamedu Awards 2026
Built a multimodal GenAI tutor for rural Maharashtra students that generates Marathi explanations, educational diagrams, and voice-overs in one workflow.
Llama 3.1GroqFLUX.1gTTS
Jan 1, 2025 - Feb 1, 2025
FinRisk AI - Production-Grade Credit Risk MLOps System
Personal Project
Built an end-to-end MLOps pipeline for credit default prediction using alternative behavioral and financial features for New-To-Credit applicants.
FastAPILightGBMSHAPMLflow
Jan 1, 2025 - Feb 1, 2025
Autonomous Data Analyst Agent
Local / Streamlit + FastAPI
Developed a privacy-first autonomous data analyst that converts natural language into pandas analysis, insights, and visualizations on large datasets.
LangGraphLangChainOllamaLlama 3.1
Jan 1, 2025 - Feb 1, 2025
Pune Air Quality & Public Health Dashboard
Seamedu Awards 2026
Analyzed Pune AQI trends from 2017-2024 using time-series forecasting and public-health-focused visual analytics.
PandasNumPyPlotlyStatsmodels
Currently Building & Researching
Active engineering and research areas
ACTIVE
Weather Big Data Analytics
Ongoing structural analysis and feasibility studies for handling massive meteorological datasets.
Smart India Hackathon
ACTIVE
Cyclone Pattern Identification
Research into predictive modeling for severe weather events.
Smart India Hackathon
ACTIVE
Freight Forecasting Models
Active development on logistics and supply chain prediction algorithms.
Smart India Hackathon
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 to hire for a Full-Time Role or Internship?
I'm open to Data Science, AI, and ML roles where I can build deployable models, explainable systems, and practical user-facing tools.