Ipsita Jain
Software Engineer | Full-Stack · AI Systems · Scalable Backends | Java • React.js • Python | IIT Guwahati ECE’25
About
I'm a full-stack software engineer who loves building things that work elegantly under the hood — and feel great to use.My specialization is at the intersection of AI and full-stack engineering: designing LLM pipelines, vector search systems, and RAG architectures on the backend, while crafting intuitive, performant UIs on the frontend. I care deeply about clean systems design, meaningful UX, and writing code that scales.Over the past year, I've shipped production features that cut processing latency by 95%, improved retrieval accuracy by 40%, and built platforms actively used by 10,000+ users — working across Java backends, React.js frontends, async pipelines, and AI-augmented workflows.I hold a B.Tech in ECE with a Minor in Computer Science from IIT Guwahati, and have hands-on experience across the modern full-stack: Java · Spring Boot · React.js · Next.js · TypeScript · Python · Node.js · MongoDB. I'm also someone who enjoys the human side of engineering — I've led workshops reaching 1,200+ developers across India, mentored juniors, and driven open-source initiatives on campus. Currently exploring full-stack, backend, or GenAI engineering roles where I can keep building impactful systems. 📬 Let's connect!
Experience
Application Developer
Oracle
Jun 2025 - Apr 2026 · Bengaluru
Implemented semantic vector search on Oracle Database 23ai with weighted relevance scoring and OCI Generative AI for analysis of 200+ daily incidents, reducing average ticket handling time by 85%. Improved retrieval accuracy by approximately 40% through custom ranking based on embedding similarity and ticket age. Built an AI-versus-SRE root-cause comparison pipeline, manually validating 100+ tickets daily and improving LLM response accuracy by approximately 35% within three weeks. Used Java CompletableFutures to reduce processing time for 1,200 tickets from 4–5 hours to under 15 minutes, approximately a 95% latency reduction. Shipped a production REST API improving QA accuracy across 3+ product lines.
Frontend Developer
VOPAIS
Jan 2025 - Jul 2025
Growth Lead
Students' Web Committee IITG
Apr 2024 - Apr 2025 · Guwahati
Senior Web Developer
Students' Web Committee IITG
Mar 2023 - May 2024 · Guwahati
Application Development Intern
Oracle
May 2024 - Jul 2024 · Bengaluru
Developed ADP Workload Capture, a production REST API in Java for Oracle Fusion Applications to record and replay real-time traffic in test environments, improving QA testing accuracy across 3+ product lines. Automated database node connectivity and environment setup with Bash scripts, reducing manual configuration time by approximately 70%. Authored 20+ unit tests achieving approximately 85% code coverage and conducted code reviews and deployment testing.
Academic Representative
Cepstrum, IIT Guwahati
Aug 2022 - May 2024 · Guwahati, Assam, India
Core Team
Electronics Club - IIT Guwahati
Apr 2023 - Apr 2024
Organizer
Techniche, IIT Guwahati
Jan 2022 - Sep 2022 · Guwahati, Assam, India
Frontend Development Intern
VOPAIS
Jan. 2025 – Jul. 2025 · Remote
Led migration from Cloudscape Design System to React.js and Tailwind CSS for a loan management system, rebuilding 5+ pages and reducing component complexity by approximately 40%. Integrated Form.io for schema-driven, multi-step forms with validation, conditional logic, and role-based field visibility. Architected the homepage and core UI, reduced page load time by approximately 30%, and integrated REST APIs end-to-end.
Growth Lead
Students’ Web Committee, IIT Guwahati
Apr. 2024 – Apr. 2025 · IIT Guwahati
Led HackStack, a series of 6 workshops reaching 1,200+ participants from engineering colleges across India. Coordinated developers, designers, timelines, and prizes end-to-end. Managed a campus-wide open-source contribution leaderboard and mentored 4+ junior developers on the Intranet Search repository.
Senior Web Developer
Students’ Web Committee, IIT Guwahati
Mar. 2023 – May. 2024 · IIT Guwahati
Built the UI of an internship and placement portal used by 8,000+ students with React.js and Redux, implementing complex state management workflows and backend API integrations. Architected a room booking system in TypeScript with granular RBAC logic for a platform serving 10,000+ users. Designed and led a React.js workshop for 500+ students.
Education
Indian Institute of Technology, Guwahati
Bachelor's degree, Electronics and Communication Engineering
Nov 2021 - Jul 2025
Jayshree Periwal High School Jaipur
12th, PCM (CBSE)
2019 - 2021
India International School Jaipur
10th, CBSE
2019
Indian Institute of Technology, Guwahati
B.Tech, Electronics and Communication Engineering; Minor in Computer Science and Engineering
Jul. 2021 – Jul. 2025; Minor: Jul. 2022 – Nov. 2024
Coursework included Data Structures & Algorithms, Computer Architecture, Operating Systems, Computer Networks, DBMS, Software Engineering, Computer Vision, Pattern Recognition & ML, Fuzzy Logic & Neural Networks, Biometrics, Probability & Random Processes, and Estimation & Detection Theory.