Software Engineer Machine Learning
Resume:
*******@*****.***
linkedin.com/in/monikaydv
github.com/moniydv
MONIKA YADAV
Software Engineer
Cary, NC, US
Python C# .Net JavaScript TypeScript
SQL PHP Perl
React Redux Angular EmberJS Pyramid
Django SQLAlchemy
AWS GCP Docker CI/CD Networking
Protocols
MongoDB DynamoDB SQL Elasticsearch
API Design Microservices Micro-frontend
Distributed Systems Machine Learning
OOP Networking Protocols Frontend
Backend Full-Stack
Filed two patents: “System and Method
for AutoLearning Thresholds” and
“Method to Determine Outliers Reporting
Threshold.”
Published white paper advocating for
gRPC over REST, improving decision-
making across Keysight services.
AWS Certified Cloud Practitioner
Part of Keysight Women Delegation 2021
Bachelor of Technology - Computer
Engineering (2007 - 2011)
University Institute of Engineering and
Technology, Kurukshetra
Full Stack Developer with 12 years of experience in delivering large-scale applications across Web Security, Telecom, and Biotech industries. Demonstrated expertise in project leadership, full-stack development, and workflow optimization. Proven track record of enhancing system reliability and leading cross-functional teams to achieve impactful results.
Tools: Microfrontend (Pilets), React, .Net, MongoDB, DynamoDB, Typescript, AI Led core engineering efforts on ShareFile’s Business Tax Prep Solution, streamlining tax season workflows and lifting sales ~12 % while boosting client CSAT from 80% 94%.
Refactored REST APIs and modernized the React UI, achieving WCAG 2.1 AA accessibility and cutting average page load time by ~20 %. Co developed an AI driven document recommendation service with the AI team; automated document suggestion list reduced manual triage time 65%. Tools: Python, Pyramid (framework), SQLAlchemy, REST API, React, Redux, Docker, Airflow, LLM / RAG
Spearheaded an integrated sampling automation platform for small molecule discovery, raising screening throughput 25 % and cutting lab data entry errors 15 %.
Built Camunda based micro service workflow engine that unified experiment metadata across LIMS systems, trimming task management time 30 %. Replaced siloed Excel trackers with a centralized data tool “single source of truth,” slashing daily task management time from 30 min to < 2 min Owned full project lifecycle (scope delivery) on three R&D informatics products, delivering on schedule while coordinating product, managers, and researchers.
Tools: PHP, Python, Twig, REST, SOAP, MariaDB, Elasticsearch, ML Engineered core modules of network verification platform for Tier 1 CSPs and large enterprises, enabling proactive fault prediction and cutting mean time to resolve by 50%
Built reusable UI components that surface context aware metrics from RESTful micro services, increasing operator insight and reducing dashboard load time 15 %.
Integrated OpenAPI documentation across REST endpoints, lowering support tickets ~40% and accelerating partner onboarding.
Authored gRPC vs. REST white paper, guiding technology decisions with in- depth analysis
Developed a machine learning model to detect abnormal behavior and flags outlier traffic patterns in real time, improving network reliability Tools: PHP, PERL, MySQL, EmberJS, APIs, Perforce Delivered a priority task tracking & executive alert web application from concept to production for 1200 internal users, cutting reporting time 60%. Designed & implemented a RESTful API layer that abstracts multiple MySQL/Postgres configurations, enabling multiple business units to onboard with zero code changes.
Automated network health diagnostics with Perl + Bash scripts, slashing manual audit effort 80 % and detecting firmware mismatches 10 faster Optimized MySQL schemas, queries, and stored procedures, improving average read latency 20 %
Tools: PERL, CGI, Linux, MySQL, Angular1, JQuery, Highcharts Redesigned Web Application Firewall UI with an interactive, configurable dashboard, strengthening web security across multiple sites. Demo available 2024-04 -
2025-02
Lead Software Engineer
Progress Sharefile - NC, US
2022-07 -
2024-02
Software Engineer 2
Amyris, US (Remote)
2019-06 -
2022-07
R&D Engineer 3
Keysight Technologies - NC, US
2016-03 -
2018-09
Full Stack Developer
Apex Systems (Client : AT&T) - NC, US
2012-08 -
2016-03
Software Engineer
Barracuda Networks - Bengaluru, India
Technical Skills
Achievements
Education
Summary
Experience
(guest access).
Automated network health and compliance reporting with Perl + Bash, eliminating manual spreadsheets and lifting report accuracy from 85% 99.9 %.
Implemented key features like drill-down navigation, infinite scrolling, and job scheduling reducing page load latency 45 %
Developed REST APIs for remote administration and configuration, supporting seamless user management.
AI Chatbot POC (Amyris Hackathon 2023): Built chatbot using RAG and LangChain, providing team members with instant access to internal documentation. Recipe Book App: Developed an Angular-based recipe management app that allowed users to create shopping lists based on selected recipes, showcasing skills in full-stack and interactive UI design.
Portfolio: Created portfolio including projects, blogs using React and Django. Blogs : Sharing knowledge via tech blogs
Projects
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