Anshika Raman

Software Engineer

Meerut, Uttar Pradesh, India1 yr 11 mos experience

Key Highlights

Developed an OCR tool for healthcare applications.
Improved GPU utilization in VDI setups.
Organized impactful STEM workshops for underprivileged students.

Stackforce AI infers this person is a Software Engineer specializing in AI, Machine Learning, and Robotics.

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Skills

Core Skills

Machine LearningMlopsGraphics Processing UnitSystems EngineeringBusiness DevelopmentSales AutomationNatural Language Processing (nlp)C++CProject ManagementRobotics

Other Skills

Python (Programming Language)Transformer ModelsDatabase Management System (DBMS)Attention MechanismsSoftware IndustryOperating SystemsLinuxVirtualizationKernel-based Virtual Machine (KVM)LinkedIn AdvertisingLinkedIn MarketingLead GenerationDeep LearningBERT (Language Model)Optical Character Recognition (OCR)

Experience

1 yr 11 mos

Total Experience

9 mos

Average Tenure

11 mos

Current Experience

2 roles

Software Engineer - AI Infrastructure

Jul 2025 – Present · 11 mos

Information Retrieval Platform

Software Engineer Intern - MLOps

May 2024 – Jul 2024 · 2 mos

Python (Programming Language)Transformer ModelsMachine LearningDatabase Management System (DBMS)Attention MechanismsSoftware Industry+1

Indian institute of technology, bombay

Research and Development

Jan 2024 – Apr 2024 · 3 mos

GPU-based VDI and graphics acceleration
Improved the avg. AMD Radeon GPU utilization by up to 60% in a graphics-enabled VDI setup supporting up to 4 VMs using QEMU, incorporating GPU multiplexing and paravirtualization techniques to enhance remote client performance
Evaluated GPU performance vs cost trade-offs across varying VM counts and configurations using standard benchmark glmark2
Identified and documented limitations of current VDI implementations, proposing future work for improved GPU multiplexing

Graphics Processing UnitOperating SystemsLinuxVirtualizationKernel-based Virtual Machine (KVM)Systems Engineering

Oxyvin

Business Development and Sales Automation Engineer

Dec 2023 – Dec 2023 · 0 mo

LinkedIn AdvertisingBusiness DevelopmentLinkedIn MarketingLead GenerationSales Automation

Oncoshot india

Machine Learning Intern

May 2023 – Jun 2023 · 1 mo

Developed a production-ready, end-to-end OCR-based Named Entity Recognition tool with user-friendly web interface for hospitals which catered to the cancer patients’ profiles, enabling extraction of data from targeted fields
Performed fine-tuning of the LayoutLM v3 model on the output of the Optical Character Recognition (OCR) performed on real dataset of 500 scanned images of medical reports, made inferences and displayed output on website
Utilized docTR library for OCR processing of PDFs, and Label-Studio annotation framework for labeling task
Used Django framework to develop the back-end and Reactjs to develop the front-end of the web application

Deep LearningBERT (Language Model)Optical Character Recognition (OCR)Transformer ModelsMachine LearningPython (Programming Language)+2

Indian institute of technology, bombay

Teaching Assistant

Mar 2023 – Jun 2023 · 3 mos

Served as Teaching Assistant (TA) for CS101, a core programming course at IIT Bombay, supporting UG 1st year students.
Assisted students with weekly assignment queries, exam grading, lab doubts, and conducted voluntary help sessions

C++C

Electronics and robotics club , iit bombay

Convener

Jun 2022 – May 2023 · 11 mos · Mumbai, Maharashtra, India

Organized impactful events: Image Processing session (150+ participants), hands-on robotics workshop (240+ under-privileged students), and led captivating RC car making month-long competition (500+ participants)
Coordinated and helped in ideating the WiSE workshop focused on empowering rural area girls of 9th standard. Led a team to provide them with invaluable exposure to STEM field including PCBs, robotics, electronics, coding

Public SpeakingCommunicationProject ManagementProgram ManagementElectronicsRobotics+2