Summary
Overview
Work History
Education
Skills
Certification
Languages
Additional Information
Timeline
Generic
ABHINAV AKASH

ABHINAV AKASH

Gurugram

Summary

Dynamic Senior RF Engineer with expertise in predictive modeling and machine learning at Scarlet Wireless Inc. Proven track record in optimizing network performance and enhancing customer experience through data-driven insights. Skilled in cross-functional coordination and adept at utilizing Python for advanced analytics, driving impactful results in network capacity planning and fault detection.

Overview

7
7
years of professional experience
1
1
Certification

Work History

Senior RF Engineer

Scarlet Wireless Inc.
06.2023 - Current

· Network Performance Analysis: Leverage data science to identify trends and optimize network parameters.

· Predictive Modeling: Forecast network behavior and preemptively address issues.

· Automation via Machine Learning: Automate RF parameter optimization and interference detection.

· Capacity Planning with Big Data: Analyze traffic data for future-proofing network capacity.

· Enhanced Signal Processing: Improve signal quality by applying data science techniques.

· Fault Detection: Use data models to quickly detect and resolve network issues.

· Churn Prediction: Analyze customer data to predict churn and implement strategies to retain users based on network performance insights.

· Customer Experience Analysis: Use data analytics to assess customer satisfaction and improve service quality based on usage patterns.

PMO Intracity & Enterprise Fiber

Reliance Jio Infocomm
08.2018 - 06.2023
  • Spearheaded the planning, execution, and delivery of optical fibre infrastructure projects across the Gurgaon region, ensuring alignment with Jio’s network expansion goals.
  • Monitored project timelines, budgets, and resources, ensuring on-time and cost-effective deployment of fibre networks.
  • Coordinated with cross-functional teams including vendors, field engineers, and local authorities to resolve bottlenecks and streamline implementation.
  • Maintained comprehensive project documentation, status reports, and dashboards for senior management to track progress and KPIs.
  • Conducted site feasibility studies, risk assessments, and route surveys to ensure optimal fibre deployment strategies.
  • Played a key role in quality control and adherence to safety and regulatory standards throughout the project lifecycle.

Education

Bachelors of Engineering - Electronics & Communication Engineering

RNTU
Bhopal
06-2018

Skills

  • Python (NumPy, Pandas, Scikit-learn, Matplotlib, Seaborn)
  • Machine Learning & Predictive Modeling
  • Data Wrangling & Preprocessing
  • SQL & Database Management
  • Data Visualization & Dashboarding (Tableau, Power BI)
  • Statistical Analysis & Hypothesis Testing
  • Time Series Forecasting
  • Feature Engineering & Model Optimization
  • Jupyter Notebooks & Git Version Control
  • Big Data Concepts (Hadoop, Spark – if applicable)
  • RF Network Planning & Optimization
  • Drive Test Analysis (using TEMS, Actix, NEMO tools)
  • LTE/5G RF Parameters & KPI Monitoring
  • Spectrum Management & Interference Analysis
  • Network Performance Tuning
  • Optical Fiber Deployment & Route Planning
  • Site Survey & LOS Analysis
  • Link Budget & Propagation Model Calculations
  • Experience with RF Tools (Atoll, MapInfo, Google Earth Pro)
  • Cross-functional Coordination with Field & Core Teams

Certification

  • Microsoft Power BI
  • C,C++, Embedded C, Python
  • AI & Chat GPT
  • Embedded System 8051 Microcontroller

Languages

English
Bilingual or Proficient (C2)
Hindi
Bilingual or Proficient (C2)

Additional Information

Undergone Vocational Training for 2 months at NTPC Ltd, Barh (Patna)

  • Gained hands-on exposure to the working of thermal power plants and their core operational processes including power generation, transmission, and distribution.
  • Understood the integration of electrical and mechanical systems in large-scale energy production environments.
  • Learned about critical systems such as boilers, turbines, generators, and control units through field visits and expert-led sessions.
  • Developed foundational knowledge of safety protocols, maintenance practices, and energy efficiency strategies implemented in high-capacity plants.
  • Observed SCADA systems and control room operations, enhancing awareness of automation in power management.
  • Improved technical report writing, analytical thinking, and teamwork through project-based learning and daily technical briefings.

Timeline

Senior RF Engineer

Scarlet Wireless Inc.
06.2023 - Current

PMO Intracity & Enterprise Fiber

Reliance Jio Infocomm
08.2018 - 06.2023

Bachelors of Engineering - Electronics & Communication Engineering

RNTU
ABHINAV AKASH