Machine Learning Projects
Deep Learning Projects
GenAI Project
Iโm 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
๐ข โ Programming & Data Processing: Python, SQL, Pandas, NumPy
๐ต โ Machine Learning & AI: Scikit-learn, TensorFlow, PyTorch, Predictive Modeling, Model Deployment
๐ฃ โ Data Visualization & BI: Matplotlib, Seaborn, Power BI, Tableau, Dashboard Development
๐ โ Domain Knowledge: Telecom, Networking, Large-Scale System Optimization
I am passionate about applying AI/ML, analytics, and automation to deliver impactful solutions across industries.
Python
SQL
Machine Learning
Numpy
Pandas
GEN AI
Deep Learning
CNN
Transfer Learning
Domain/Function: Finance | Machine Learning | Predictive Analytics
Domain/Function: Natural Language Processing (NLP) | AI
Domain/Function: E-commerce | Customer Support
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.
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.
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Resume