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RoshanKohli1402/README.md

πŸš€ Hey there, I'm Roshan Kohli

Machine Learning | Data Analytics | Business Intelligence | AI Systems

πŸ‘¨β€πŸ’» Professional Summary

Penultimate-year B.Tech Computer Science student (2027) with hands-on experience in machine learning systems, large-scale data analytics, and business intelligence. Strong focus on model reliability, observability, risk analytics, and decision-oriented data products.

Experienced in working with 1M+ record datasets, building production-aligned ML pipelines, and delivering analytics systems that support governance, compliance, and business decision-making.

  • πŸ† NASA Space Apps Challenge β€” Top 10 Global Finalist
  • πŸ… HackWithIndia Hackathon β€” Top 15 Finalist
  • πŸ’Ό Industry exposure across ML Engineering, Data Science, and BI

πŸŽ“ Education

Gyan Ganga Institute of Technology & Sciences (RGPV)
B.Tech in Computer Science (2023 – 2027)
GPA: 7.8 / 10.0


Core Stack


πŸ›  Technical Skillset

πŸ’» Programming & Data

Python Β· SQL Β· C++ Β· Advanced Excel

πŸ“Š Data Analytics & BI

Power BI (DAX, Power Query) Β· Tableau Β· KPI Design Β· Dashboard Engineering

πŸ€– Machine Learning

  • Supervised & Unsupervised Learning
  • Regression, Classification, K-Means
  • Feature Engineering & Model Evaluation
  • Error Analysis & Validation Strategies

🧠 Deep Learning (Foundational)

Neural Networks Β· CNNs Β· TensorFlow Β· PyTorch

βš™οΈ ML Systems & Tooling

Scikit-learn Β· Pandas Β· NumPy Β· SHAP Β· FastAPI Β· Git/GitHub

🧩 Generative AI

  • LLM fundamentals
  • Prompt-based interaction
  • Applied feasibility evaluation

πŸ’Ό Work Experience

πŸ€– Machine Learning Intern β€” Feynn Labs (Oct 2024 – Jan 2025)

  • Developed and evaluated ML models using Python and TensorFlow.
  • Built automated ETL pipelines, reducing manual preprocessing by 30%.
  • Worked with real-world data quality, monitoring, and deployment constraints.

πŸ“ˆ Data Science Intern β€” Maveric Infotech (Jul 2024 – Nov 2024)

  • Processed and analyzed 1M+ records using SQL and Python.
  • Built KPI-driven Tableau dashboards.
  • Improved stakeholder decision turnaround by 25–30%.

πŸš€ Flagship Projects

1️⃣ ML Observability & Drift Intelligence Platform

Domain: ML Governance Β· Model Reliability

  • Monitored 20+ features, detecting drift 30–40% earlier.
  • Implemented SHAP-based drift attribution.
  • Reduced model diagnosis time by ~50%.

2️⃣ Global Regulatory Intelligence Platform

Domain: RegTech Β· Risk & Compliance

  • Automated regulatory text extraction and classification.
  • Standardized compliance data across 90+ jurisdictions.
  • Built scalable backend for regulatory analytics.

3️⃣ Merchant Identity Resolution Engine

Domain: Payments Risk Β· Fraud Analytics

  • Reduced identity fragmentation by 30% across 100K+ records.
  • Lowered false positives by 25%.
  • Focused on entity resolution and risk consistency.

4️⃣ Customer Intelligence & Revenue Optimization

Domain: Business & Financial Analytics

  • Segmented 50K+ customers using RFM + K-Means.
  • Built dashboards tracking CLV, KPIs, churn signals.
  • Improved reporting efficiency by ~30%.

5️⃣ ExoVision: Cosmic AI

πŸ† NASA Space Apps β€” Top 10 Global Finalist

  • Built AI system for exoplanet detection using NASA datasets.
  • Integrated signal processing, ML inference, and visualization.
  • Delivered an end-to-end analytical pipeline.

πŸ“Œ Impact Snapshot

  • πŸ“Š 1M+ records processed
  • βš™οΈ 20+ ML features monitored
  • πŸ“‰ 30–50% efficiency gains
  • 🌍 Domains: Space Β· Finance Β· Risk Β· Compliance Β· Analytics

πŸ† Honors & Certifications

  • πŸ† NASA Space Apps Challenge β€” Top 10 Global Finalist
  • πŸ… HackWithIndia Hackathon β€” Top 15 Finalist
  • πŸ“œ Google Data Analytics Professional Certificate
  • πŸ“œ Microsoft Generative AI Fundamentals
  • πŸ“œ J.P. Morgan Β· Goldman Sachs Β· BCG Simulations

πŸ“Š GitHub Analytics

πŸ† GitHub Achievements

πŸ“ˆ Contribution Graph


🌐 Connect


⭐ Innovation begins where imagination meets execution.

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