Skip to content
View ukishore33's full-sized avatar
6 followers · 14 following

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: QuickdrawAchievement: Pull Shark

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: QuickdrawAchievement: Pull Shark

Block or report ukishore33

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
ukishore33/README.md

Hi, I'm Kishore U. 👋

AML/KYC Compliance Analyst | Financial Crime Analytics | Credit Risk | Fraud Detection | MLOps

📍 Bengaluru, Karnataka | 📱 6303308133 | ✅ Immediate Joiner
🔗 LinkedIn

🚀 8 Financial Crime ML Projects (All Live)

# Project Key Metric Target Role
P1 AML Transaction Monitoring Dashboard ROC-AUC 1.00 · 324 alerts · ₹6.15Cr AML/KYC
P4 Financial Crime / Fraud Detection ML PR-AUC 1.00 · 0 false negatives Fraud Risk
P5 Loan Default Prediction — Credit Scorecard Gini 0.521 · KS 0.395 · AUC 0.761 Credit Risk · Quant
P6 Financial KPI Dashboard — NBFC 8 KPIs · AUM/NPA/NIM/PAR/PCR · SQL Data Analyst
P8 FinRisk MLOps Pipeline FastAPI · Docker · MLflow · GCP MLOps Engineer
P2 KYB Entity Risk Scoring Engine CV-AUC 1.00 · 205 high-risk · 0 FN AML/KYC · BA
P7 BA Case Study — KYB Onboarding Automation TAT 5d→1d · ₹6.65L/month saved BA Finance · Ops
P3 Sanctions & PEP Screening Tool Recall 100% · F1 98.6% · 0 missed AML/KYC · Fraud

🌐 Socials:


⚡ LinkedIn FacebookInstagram Medium HackerRank Pinterest Quora X

🛠️ Tech Stack

MySQL SQLite Matplotlib NumPy Pandas Plotly scikit-learn TensorFlow Power Bi Azure AWS

AML/Compliance: KYC · KYB · UBO · Sanctions · OFAC · World-Check · SAR · PMLA
ML/Python: XGBoost · Gradient Boosting · Random Forest · SMOTE · scikit-learn · rapidfuzz
Credit Risk: Gini · KS Statistic · IV/WoE · PD Modelling · Basel III · FOIR · NPA · PAR
MLOps: FastAPI · Docker · MLflow · Evidently AI · GitHub Actions · GCP Cloud Run · Airflow
Data: Oracle SQL · PL-SQL · BigQuery · Power BI · Pandas · NumPy · Chart.js
BA: BRD · User Stories · Process Mapping · MoSCoW · RACI · As-Is/To-Be

🎓 Education & Certifications

  • MBA Business Analytics — Manipal University (2024)
  • B.Com Finance — Bangalore University (2022)
  • CAML Certified (YourAccel) | IBM Data Science Professional | Google Data Analytics

📬 Open to Opportunities

Roles: AML/KYC · Fraud Risk · Credit Risk · Data Analyst · BA Finance · MLOps · Quant · Ops Analyst
Locations: Bengaluru · Hyderabad · Mumbai · Chennai | Notice: Immediate

📊 GitHub Stats:



Ashutosh's github activity graph

🏆 GitHub Trophies

✍️ Random Dev Quote

🔝 Top Contributed Repo

Pinned Loading

  1. FinRisk-MLOps-Pipeline-End-to-End-Model-Lifecycle-for-Credit-Risk FinRisk-MLOps-Pipeline-End-to-End-Model-Lifecycle-for-Credit-Risk Public

    ⚙️ End-to-End MLOps Pipeline for Credit Risk — FastAPI model serving · Docker containerisation · MLflow experiment tracking (Gini >0.40 promotion gate) · Evidently AI drift monitoring · GitHub Acti…

    Python

  2. Loan-Default-Credit-Risk Loan-Default-Credit-Risk Public

    💰 Credit Risk Scorecard — Gradient Boosting + Logistic Regression + Decision Tree on 5,000 loans. Industry-standard metrics: Gini 0.521 · KS 0.395 · AUC 0.761 · IV/WoE table · Credit grades A-E. Ba…

    Python

  3. sanctions-pep-screener sanctions-pep-screener Public

    🔍 Automated Sanctions & PEP Screening Tool — rapidfuzz fuzzy name matching against OFAC/UN/EU/HMT/PEP watchlists. Recall 100% · Precision 97.14% · F1 98.6% · Zero missed hits. Handles transliterati…

    HTML

  4. fincrime-ml-model fincrime-ml-model Public

    💳 Payment Fraud Detection ML Model — XGBoost + SMOTE on 10,000 PaySim transactions (1.12% fraud rate). PR-AUC 1.00 · Zero false negatives · dest_balance_zeroed top feature (45.25%). Class imbalance…

    Python

  5. AML-Transaction-Monitoring-Dashboard AML-Transaction-Monitoring-Dashboard Public

    🚨 AML Transaction Monitoring System — Random Forest classifier detecting 8 financial crime typologies across 2,000 transactions. ROC-AUC 1.00 · 324 alerts · ₹6.15Cr suspicious value flagged. Python…

    HTML

  6. Financial-KPI-Dashboard Financial-KPI-Dashboard Public

    📊 Financial KPI Dashboard — SQL-powered NBFC portfolio analytics. 8 KPIs: AUM · NPA · NIM · PAR 30/60/90 · PCR · Collection Efficiency. SQLite queries + Python + Chart.js. 3-year monthly data. No s…

    HTML