Codebasics

Powered by
Codebasics Gen AI & DS Bootcamp

 

2

Machine Learning Projects

2

Deep Learning Projects

1

GenAI Project

About Me

Iโ€™m Sumit Joshi, a Telecom Engineer with 11+ years of experience, now transitioning into Data Science to combine my technical foundation with data-driven innovation. I specialize in problem-solving, data analysis, and predictive modeling, helping transform raw data into insights that drive smarter business decisions.

Expertise & Tools

๐ŸŸข โžœ Programming & Data Processing: Python, SQL, Pandas, NumPy
๐Ÿ”ต โžœ Machine Learning & AI: Scikit-learn, TensorFlow, PyTorch, Predictive Modeling, Model Deployment
๐ŸŸฃ โžœ Data Visualization & BI: Matplotlib, Seaborn, Power BI, Tableau, Dashboard Development
๐ŸŸ  โžœ Domain Knowledge: Telecom, Networking, Large-Scale System Optimization

I am passionate about applying AI/ML, analytics, and automation to deliver impactful solutions across industries.

Key Skills

Python

SQL

Machine Learning

Numpy

Pandas

GEN AI

Deep Learning

CNN

Transfer Learning

My Projects

Healthcare Premium Prediction
Healthcare Premium Prediction

Domain/Function: Health Care

Lauki Finance: Credit Risk Modelling
Lauki Finance: Credit Risk Modelling

Domain/Function: Finance | Machine Learning | Predictive Analytics

Car Damage Prediction
Car Damage Prediction

Domain/Function: Automobile | Insurance

Emotion Classification with BERT
Emotion Classification with BERT

Domain/Function: Natural Language Processing (NLP) | AI

๐Ÿ›’ E-commerce Chatbot | AI-Powered Conversational Platform
๐Ÿ›’ E-commerce Chatbot | AI-Powered Conversational Platform

Domain/Function: E-commerce | Customer Support

My Experience

IT and TI Head โ€“ FTTH | O.Tech Pvt. Ltd, Kathmandu
Feb 2021 โ€“ Jun 2024

  • Managed a process re-engineering project to streamline and consolidate end-to-end service processes.

  • Analyzed customer usage data to identify underserved areas, boosting service adoption by 20%.

  • Spearheaded a data-driven initiative to resolve recurring network performance bottlenecks, achieving an 8% improvement in first-call resolution and increased service reliability.

  • Presented actionable insights to leadership that drove a 15% improvement in operational efficiency and 12% higher customer satisfaction.


IT and TI Head โ€“ Telecom | O.Tech Pvt. Ltd, Kathmandu
Jul 2018 โ€“ Jan 2021

  • Directed large-scale telecom rollouts, enhancing service reliability by 15% through data-driven strategies.

  • Automated operational reports with Python and SQL, reducing resolution time by 30%.

  • Partnered with cross-functional teams to improve KPIs and customer satisfaction using real-time field data.


TI Coordinator | O.Tech Pvt. Ltd, Kathmandu
Dec 2015 โ€“ Jun 2018

  • Oversaw telecom infrastructure deployments, accelerating rollout speed by 18% with real-time dashboards.

  • Standardized field data validation processes, reducing inconsistencies by 25% and improving reporting reliability.

  • Enhanced project tracking accuracy in Excel, cutting manual errors by 30% and enabling faster decision-making.


Field Engineer | O.Tech Pvt. Ltd, Kathmandu
Jul 2013 โ€“ Nov 2015

  • Conducted site surveys and collected performance metrics to support infrastructure planning.

  • Analyzed downtime logs to identify recurring issues, leading to a 20% improvement in uptime.

  • Delivered structured visual reports using Excel and Python for quality audits and updates.

Let's Connect

Feel free to get in touch with me. I am always open to discussing new projects, creative ideas or opportunities to be part of your visions.

Download Resume

Resume