概要

·     LTE (FDD), UMTS, HSPA and GSM Optimization, Performance & Configuration management.


·     A highly skilled RF Optimization engineer with a strong proficiency in Python, utilizing data-driven solutions to enhance network performance.  Developed Python scripts to automate data collection and pre-processing, reducing manual effort by 20%. Utilized Python libraries (e.g., Pandas, NumPy, Matplotlib) for data manipulation, analysis, and visualization, resulting in more efficient reporting and decision-making.


·     Proficient in RF Planning tools i.e U-NET, QGIS & Data Analysis Tools Power BI & Python & SQL. Monitoring and troubleshooting of 4G/3G/2G Radio Networks.


·     Sound understanding of Radio Network Features and counters of 4G, 3G and 2G technologies. Proficient in detailed KPI analysis, recommendations and parameter tuning including new feature testing and implementation.


·     Proficient in U2020, NASTAR, PRS, OMSTAR, Discovery, FMA, Nemo Analyzer, TEMS, ACTIX Analyzer, GENEX Assistant post processing tool.

工作经历

公司标识
RF Data Analyst
Ericsson Pakistan (Pvt.) Limited
Jan 2023 - 代表 | Lahore, Pakistan

·     Productivity Quality and Integrity Improvement after Modernization and Improvement plan (Payload, Spectral efficiency, PRB Balancing and CQI).
·     Automating network performance monitoring that includes Daily, Hourly & Group Level Dashboard using Power BI by storing the data in SQL. Worst Cells, Packet Losses and TNL Worst cells/Sites extracted using Python.
·     Daily Analysis for LTE(FDD) worst cell identification using performance and Optimization tools and taking actions Accordingly.
·     E2E network multi-dimensional insights of Jazz multi-layer network
·     Create reports for customer experience KPIs for Jazz executives of different departments.
·     Developed dashboards for monitoring KPIs during special event Handling corporate customer complaints.
·     Hot spot optimization to improve coverage and quality.

公司标识
Customer Experience Analyst
Huawei Technologies
Jan 2021 - Dec 2022 | KualaKangsar, Malaysia

·     Productivity Quality and Integrity Improvement after Modernization and Improvement plan (Payload, Spectral efficiency, PRB Balancing and CQI).
·     Voice testing, implementation & CSFB related analysis and troubleshooting of other LTE KPIs like Accessibility, Retainability, Mobility and Integrity to meet given threshold value, reduce drops, improving the Handover, Packet loss & mute call improvement.
·     Major KPI’s monitoring. Improving DCR, Throughput, CSSR, IRAT.
·     Designed dashboards to monitor, segment, evaluate and benchmark network KPI’s.
·     Prediction of Subscribers for efficient issue identification using RFM Analysis, K-Means Clustering.

公司标识
Radio Network Engineer
Ericsson Pakistan (Pvt.) Limited
Oct 2019 - Dec 2021 | Lahore, Pakistan

·     Productivity Quality and Integrity Improvement after Modernization and Improvement plan (Payload, Spectral efficiency, PRB Balancing and CQI).
·     Daily Analysis for LTE(FDD) worst cell identification using performance and Optimization tools and taking actions Accordingly.
·     Perform Network assessment, Capacity assessment and audit, Crowded source analysis with other operator (OMO) provide finding & solution.
·     E2E network multi-dimensional insights of Jazz multi-layer network.
·     Customer Centric Network Improvement by Feature Trials, Audits.
·      Network Growth Assessment w.r.t Customer Experience.
·      LTE handovers Audit, User Level RAN Coverage Analysis using Python. Application and Region based User Throughput Improvement.
·     Performance Analysis of Lahore/Sahiwal/Gujranwala/Okara/Sialkot Cities.

公司标识
Radio Optimization Engineer
Huawei Technologies
Oct 2017 - Oct 2019 | ICT, Pakistan

·     Working on \"NPM Project\" for North Region (N-1) Optimization to meet the 3G/4G OSS and DT KPIs agreed with the Customer. Improving LTE FDD Network KPI\'s such as Accessibility, Retainability, Mobility, service integrity.
·     Region KPI dashboard preparation for LTE for weekly customer meeting.
·     LTE feature test review and optimization for saving resource and Latency Game Experience.
·     Trail on different antenna port like FDD 2T2R, 4T4R, 8T8R, beam forming, 256 QAM, SU-MIMO, MU-MIMO up to 2/4 Layers.
·     Optimized Huawei RAN Features/Algorithms including HSPA features and High CST features, Analyzed SHO and HHO problems and proposed solutions. Measures taken to reduce Pilot Pollution & improving Ec/No & for attaining HSPA Better Throughput. Investigated Radio related Parameters like RSSI, TX power adjustment etc. Evaluated & Investigated the Voice Quality (MOS) over the 3G networks through drive test.

公司标识
Radio Optimization Engineer
Huawei Technologies
Jul 2017 - Sep 2017 | Tehran, Iran

·     LTE Clusters Optimization (Physical Optimization / Parameters Tuning), Monitored, analyzed and took pre-emptive actions to ensure KPIs (ERAB/RAB/RRC Setup Success Rate, PS Drop Rate, CSFB/IRAT SR and LTE/HSPA Throughput) fulfill customer requirements.
·     SSV (SCFT), Cluster optimization, Layer 3 message analysis, S1 trace analysis, UDP Testing, Packet loss analysis
·     CSFB MOC/MTC, Ping (Latency), FTP, HTTP, DL & UL throughput, BLER, CQI, MCS, IRAT/Redirection, Cell Reselection, PRB-Network utilization.
·     PCI, PRACH root sequence & initial neighbor planning, Script, Tracking area (TA) Planning, LAC-TAC (TAL) Mapping, Automatic Site Planning ASP, Automatic Cell Planning ACP
·      Developed HO Strategy and traffic balancing plan to ensure optimum utilization of U2100/U900 carriers and improvement of 2G/3G/4G SLA KPI’s.

公司标识
Radio Optimization Engineer
Huawei Technologies
May 2016 - Jun 2017 | Kuala Lumpur, Malaysia

·     4G/3G Post RF performance Acceptance, Checking the pre and post RF KPIs and finding the root cause of degradation mainly in voice and data traffic
·     Handling all OSS and DT optimization activities for KV Region, PRE- and POST-Launch Swap Optimization & Single Site Optimization. Check real user perception in terms of coverage and throughput using GENEX OMSTAR/NASTAR Huawei tool. Collect current KPIs of current vendors (NSN 3G/4G) and discuss with customer to put base KPIs swap, should be achieved by Huawei after swap.
·     Balancing RET Tilting between 2G- 3G-4G for traffic and utilization balancing. Running Neighbor Analysis and Geo location Plot using NASTAR.
·     Propose strategy, capacity upgrade and parameter/configuration changes to solve congestions problem, related with capacity: DL Power, DL Code, Channel Element HW and License, HS/EUL License Users.
·     Adjust Azimuths, Mech and/or Electrical tilts and Radiation Center following pre-agreed constraints of the LTE RF Design Optimization Process to meet the Design KPI’s while doing the initial tuning for cluster optimization. Design Optimization Process, to meet RSRP, Dominance, RSRQ and SINR KPI’s, and to maximize throughput and connectivity.

公司标识
RF Engineer
Linkquest LLC UAE
Jun 2015 - Apr 2016 | Dubai, United Arab Emirates

·     Responsible for monitoring of daily swap activities in UAE region.
·     Physical Audit and Optimization, Single Site Optimization, Validation of SSV reports, Cluster Optimization for better coverage and quality for 3G and LTE
·     Neighbor Tuning, Parameter Optimization, Statistical Analysis, Drive Test Reports and Logfile Analysis, Customer complaints, monitoring of pre and post swap CS/PS KPIs and Alarms of swapped cluster and reporting it to the appropriate team.
·     Responsible for resolution of 2G issues related to main and diversity and path balance, frequency plan, DCR, CSSR, Configuration of the swapped cluster on daily basis.
·     Responsible for resolution of 3G issues related to Accessibility and Retainability, configuration, interference
·     3G & 4G DT Coordination for on field issues rectification i.e missing neighbors, low throughput etc

公司标识
Junior RF Engineer
UCE
Jun 2013 - Apr 2015 | Lahore, Pakistan

·     Drive testing using TEMS (Idle, Dedicated, Packet, SMS testing etc.)
·     Analysis of drive test log files and troubleshooting of the problems related to coverage, call drops.
·     Initial tuning (Drive testing) of new on-air sites (e.g. checking sector swap (full & partial) , coverage, call origination / termination, C/I etc.)
·     TRX Testing, Inter-Site and Intra-Site Handover Testing, Site Coverage Test, GPRS/Edge Testing etc
·     Generating Site Acceptance Reports and Analyzing Key Performance Indicators. Identifying and escalating hardware issues. Customer complaints and resolution.

学历

ITU
硕士, 科学硕士学位, ‎
Computer Engineering
2025
Government College University Faisalabad
学士, 理工学士, BSC Electrical Engineering‎
Electrical Communication
CGPA 2.3/4
2013

技能

中级 Microsoft Excel
初学者 Microsoft SQL
中级 Power BI
初学者 Python

语言

熟练 旁遮普语
熟练 乌尔都语
熟练 英语