Ayush Gupta

Software Engineer

Lucknow, Uttar Pradesh, India1 yr 3 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Built scalable backend systems reducing manual operations by 80%
  • Developed AI-powered platform improving learner engagement by 30%
  • Top 10% in LeetCode and Codeforces Expert
Stackforce AI infers this person is a Backend and AI Engineer with expertise in Fintech and EdTech.

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Skills

Core Skills

Backend EngineeringProduction EngineeringAi/ml Development

Other Skills

AlembicAlgorithmsAnalytical SkillsApache KafkaC++Cascading Style Sheets (CSS)Cloud ComputingCode ReviewCommunicationComputer ScienceComputer VisionCore JavaData PipelinesData ScrapingData Visualization

About

I’m Ayush Gupta, a final-year B.Tech Computer Science student at IIIT Lucknow (CGPA 8.5), focused on building production-grade backend and AI systems that scale in the real world.I’ve worked at the intersection of backend engineering, LLMs, and applied ML:Groww (Fintech): Built and migrated high-frequency backend pipelines using Java, Spring Batch, Kubernetes, Kafka, Redis, automating stock reconciliation and reducing manual ops by ~80%. Worked on live production systems, JVM memory debugging, and observability.BYOL Academy (EdTech): Built an AI-powered adaptive learning platform using Gemini, FAISS, Flask, PostgreSQL, improving learner engagement by 30%, fixing 20% API failures, and achieving 99% uptime.I enjoy owning problems end-to-end — from system design → implementation → deployment → monitoring.Projects I’m proud of:Nugget: RAG-based restaurant assistant (FAISS + LLMs) with 92% answer relevancy and sub-800ms latencyE-VoteChain: Biometric MFA-enabled e-voting platform (OCR + face verification)Guardian Vision: Real-time violence detection system (YOLOv8, 94.8% mAP)I also bring strong problem-solving depth:LeetCode Guardian (Top 10%)Codeforces ExpertAmazon ML Summer School, Oracle AI Vector Search CertifiedLeadership & community:Ex-GDG ML Lead, Senior ML Wing @ AXIOSOrganized AI sessions, hackathons, and tech events for 200+ studentsCurrently seeking Backend / AI / Systems roles where I can work on scalable systems, LLM infrastructure, data pipelines, and reliability-critical products.📌 Backend • AI/LLMs • RAG • Distributed Systems • Production Engineering

Experience

1 yr 3 mos
Total Experience
1 yr 1 mo
Average Tenure
--
Current Experience

Groww

Software Development Engineer

Jul 2025Jan 2026 · 6 mos · Bengaluru, Karnataka, India · On-site

  • Groww — Backend Intern:
  • Responsibilities:
  • Built and maintained production-grade backend services for stock transaction automation
  • Migrated legacy jobs into scalable Kubernetes-based pipelines
  • Monitored live systems, debugged JVM memory issues, and improved observability
  • Worked with Java, Spring Batch, MySQL, Kafka, Redis, and REST APIs
  • Achievements:
  • Automated high-frequency stock reconciliation, replacing 20+ manual ops with a 2–3 member tech workflow
  • Successfully migrated 15 backend jobs (cron + API triggered) into Kubernetes
  • Designed a 3-step cross-service reconciliation pipeline to improve reliability and consistency
  • Reduced production failures through proactive monitoring and debugging
JavaSpring BatchKubernetesKafkaRedisMySQL+3

Byol academy

AI/ML Backend Developer

Feb 2025Jun 2025 · 4 mos · Lucknow · Hybrid

  • BYOL Academy — AI/ML + Backend Intern:
  • Responsibilities:
  • Built LLM-powered adaptive learning features and backend APIs
  • Integrated RAG pipelines (FAISS + NLP) with existing systems
  • Migrated database systems and implemented logging/monitoring for stability
  • Worked across Flask, PostgreSQL, SQLAlchemy, Gemini API, FAISS
  • Achievements:
  • Built an adaptive quiz platform that improved engagement and reduced repeated mistakes
  • Migrated platform to PostgreSQL and integrated NLP + FAISS, speeding quiz generation significantly
  • Led full-stack work and improved uptime to 99%
  • Fixed 20% API failures via robust parsing + logging
FlaskPostgreSQLFAISSGemini APINLPAI/ML Development+1

Gdg iiitl

Team Lead

May 2024May 2025 · 1 yr · Lucknow, Uttar Pradesh, India · On-site

  • As GDG ML Lead at IIIT Lucknow, I organized sessions and hackathons for 150+ peers, spreading awareness about applied AI

Nivesh iiit lucknow

Coordinator

May 2024May 2025 · 1 yr · IIIT Lucknow

  • Spreading information, awareness and resources regarding investment and its benefits.

Axios, iiit lucknow

Machine Learning Wing

Jan 2024May 2025 · 1 yr 4 mos · IIIT Lucknow

Education

Indian Institute of Information Technology Lucknow

Bachelor's degree — Computer Science

Nov 2022Jun 2026

St. PETER'S COLLEGE,AGRA

High School — 10th

Apr 2008Mar 2019

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