Irika Ishani

II

Open to opportunities

Irika Ishani

@irikaishani

Data and GenAI enthusiast focused on backend engineering and analytics.

What I'm looking for

I seek a role building backend and GenAI systems where I can apply FastAPI, RAG/LLM workflows, and analytics to deliver measurable product impact and grow in system design and deployment.

I am a Data & GenAI enthusiast with hands-on experience building backend services and analytics pipelines. I focus on practical solutions using FastAPI, RAG, LangChain and deployment-oriented tooling to accelerate developer and product workflows.

In recent projects I reduced debugging time and improved platform responsiveness by implementing async API workflows, embeddings-based search, and LLM-powered analysis. I emphasize measurable impact—diagnostic accuracy, login success, and conversion improvements are examples of the outcomes I deliver.

During an internship I led startup certification efforts, secured cloud credits for scaling AI infrastructure, and contributed to product positioning and pricing strategies informed by competitive research and user instrumentation planning.

I am continuously learning system design and deployment concepts while strengthening my backend, data-processing, and GenAI skillset to build reliable, scalable solutions that drive user and business impact.

Experience

Work history, roles, and key accomplishments

ML

Strategy & Data Research Intern

Magnocode Tech Private Limited

Jul 2024 - Mar 2025 (8 months)

Led DPIIT startup application and secured certification, obtained $5,000 AWS Activate credits to scale AI infrastructure, and drove market research and pricing strategies that increased projected conversion rates by 18% and user conversion by 2%.

Market Research Competitive Analysis Pricing Strategy SQL Python Analytics Product Strategy

Education

Degrees, certifications, and relevant coursework

CH

Central University of Haryana

Bachelor of Technology, Electrical Engineering

2022 - 2026

Grade: 7.68

Pursuing a Bachelor of Technology in Electrical Engineering with coursework and projects related to data and backend systems; SGPA 7.68.

OM

Oxford Public School, Muzaffarpur

Class XII (CBSE), Higher Secondary (CBSE)

2020 - 2021

Grade: 80.8%

Completed CBSE Class XII with a focus on core science subjects, achieving 80.8% overall.

SH

St Paul’s High School, Hajipur

Class X (CBSE), Secondary (CBSE)

2018 - 2019

Grade: 93.02%

Completed CBSE Class X with an overall percentage of 93.02%.

Tech stack

Software and tools used professionally

GitHub

NumPy

Pandas

MySQL

PostgreSQL

Gmail

Streamlit

FastAPI

Gemini

Firebase

SQL

LangChain

Pydantic

Groq

Scale AI

Faiss

Loops

Increase

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