Open to opportunities

Hi, I'm
Om Patel

ML Engineer & Data Scientist · Mumbai

I build end-to-end machine learning systems — from raw data to deployed models — with a focus on NLP, Generative AI, and making complex data accessible to real users. Currently building fintech domain expertise across credit risk, lending analytics, data warehousing, SQL, and Python at Ecofy.

MSc Data Science · CGPA 9.34 Oracle OCI GenAI Certified Risk Analytics · Ecofy
Available for hire
Om Patel
Om Patel
MSc Data Science · CGPA 9.34
8+Projects
10+Certs
Mumbai, Maharashtra
Om Patel - Data Scientist and ML Engineer
CGPA 9.34 OCI Certified 1 Research Paper 8+ ML Projects

From data to decisions —
building ML systems that deliver impact

I'm a Data Scientist and Machine Learning Engineer focused on building practical, end-to-end machine learning systems — from data modeling to deployment. Currently building domain expertise in fintech and lending risk at Ecofy, a green lending company focused on EV and solar finance, working across data warehousing, SQL, and Python.

I have hands-on experience in predictive modeling, credit risk analytics, and applied machine learning, along with exposure to LLM-based systems and AI-driven workflows. I focus on designing solutions that balance performance, scalability, and efficiency.

I bring a product-driven and domain-focused mindset — thinking beyond models to how they integrate into systems, scale in production, and create measurable value. My work spans ML pipelines, backend APIs, risk analytics, and deployment workflows.

Open to opportunities as a Data Scientist / ML Engineer where I can contribute to building impactful, production-ready AI and analytics systems.

Education & Experience

Education
Aug 2023 – Apr 2025
Masters of Science in Data Science
Thakur College of Science and Commerce
CGPA : 9.34 / 10
Aug 2020 – May 2023
Bachelor of Science in Information Technology
University of Mumbai
CGPA: 9.47 / 10
Experience
May 2026 – Present
Risk Analytics Executive
Ecofy · Ahmedabad (Onsite)
Working in risk and lending analytics at a green lending fintech focused on EV and solar finance. Involved in data warehousing, SQL-based analysis, and Python workflows.
Jun 2025 – Apr 2026
Assistant Professor
Thakur College of Science and Commerce · Mumbai
Delivered lectures and practicals on Business Intelligence, Applied Data Science, and Data Mining. Mentored students through data preprocessing, analysis, and model-building projects.
Sep 2025 – Feb 2026
Data Engineer (Generative AI / LLM Systems)
Friday AI · Hyderabad (Remote)
Worked on Adaptive Context Plugin (ACP), an LLM system for managing context and optimizing token usage. Validated pipeline behavior across large inputs (10k–17k+ characters) and edge cases.
Apr 2025 – Aug 2025
AI/ML Engineer (Part-time)
Stealth Startup · Ahmedabad (Remote)
Contributed to the development of intelligent agents for enterprise workflow automation at a stealth-stage AI Startup.

What I work with

Skills I use confidently across the full Data Science and AI/ML pipeline.

Programming
Python Python
SQL SQL
Data & ML
Pandas Pandas
NumPy NumPy
Scikit-learn Scikit-learn
TensorFlow TensorFlow
Matplotlib Matplotlib
Seaborn Seaborn
LLM & Generative AI
Langchain
LangChain
HuggigFace
HuggingFace
Prompt Engineering
Prompt Eng.
MLOps & Deployment
Docker Docker
MLflow MLflow
DVC DVC
Git Git
GitHub GitHub
Streamlit Streamlit
FastAPI FastAPI

Selected Projects

View all 8 projects
Credit Risk End-to-End ML System
Credit Risk Modeling & Decision Intelligence System
Credit RiskRisk SegmentationECLSimulation
ML-powered credit risk system combining default prediction, risk segmentation (Approve/Review/Reject), and Expected Credit Loss (ECL) estimation. Includes Monte Carlo simulation (10,000+ runs) for portfolio risk analysis.
AI-Powered NL-to-SQL System LLM-powered
AI-Powered NL-to-SQL System
NLPGoogle GeminiFastAPIPostgreSQL
Converts natural language to validated PostgreSQL queries via schema-aware prompting and a 3-layer validation pipeline. Backend-controlled SQL guardrails — zero SQL knowledge required.
CO2 Prediction Live on Render
Hourly CO₂ Emission Prediction for Steel Production
RegressionFlaskDocker
Polynomial Regression model predicting industrial emissions. Dockerised Flask API deployed live on Render for real-time predictions.

Research & Publications

IJSRED · March 2025
Machine Failure Prediction Using Machine Learning: A Multi-Stage Approach for Predictive Maintenance
View Certificate

Certifications

View all 14 certs
Oracle OCI GenAI
Oracle
OCI Certified Generative AI Professional
NVIDIA LLM
NVIDIA
Building LLM Applications With Prompt Engineering
IBM ML
Coursera · IBM
IBM Machine Learning Professional Certificate

Let's work
together

I'm actively looking for ML and Data Science roles. Whether it's a full-time position, freelance project, or research collaboration — I'd love to hear from you.

ompatel2587@gmail.com
Mumbai, Maharashtra, India
Responds within 24 hours

Connect with me: LinkedIn · GitHub · Email

I'll get back to you within 24 hours.