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Medhansh JainMJ
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Medhansh Jain

@medhanshjain

Software engineer intern focused on backend systems, distributed pipelines, and applied ML for real-world product impact.

India
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What I'm looking for

I’m looking for a backend/distributed-systems role where I can build reliable data pipelines, optimize performance and costs, and collaborate on product impact—while using ML/NLP when it directly improves outcomes.

I’m a software engineer intern with hands-on experience building production backend systems and improving end-to-end product workflows. At my SDE internship, I redesigned campaign template creation using a Bulk CSV Upload pipeline, added centralized validation and history tracking, and delivered faster batch processing with full traceability.

I also optimized reliability and operating costs in distributed processing by re-tuning Apache Flink checkpointing and AWS S3 filesystem configuration, cutting S3 costs by approximately $4,000/month while preserving stable execution and reliable failure recovery. I fixed a real user impact issue by implementing IST/UTC timezone-aware day-boundary support for daily reward aggregation so rewards align correctly with each user’s local day.

Alongside backend work, I pursue applied ML: I built an overspeeding vehicle detection system with speed estimation and automatic license plate recognition, and improved object detection accuracy from 86.5% to 94.7% using a two-stage transfer learning pipeline with YOLOv8n. My projects—from a Spring Boot finance API to an NLP-driven hybrid recommender—reflect how I combine strong engineering fundamentals with data-driven outcomes.

Experience

Work history, roles, and key accomplishments

NA

SDE Intern - Personalisation

Navi

Jan 2026 - Jun 2026 (5 months)

Built a Bulk CSV Upload pipeline with centralized validation and history tracking, cutting campaign template creation time by 50% while supporting up to 50 templates per batch in under 2 seconds. Reduced S3 and checkpointing costs by ~$4,000/month using Apache Flink checkpoint and AWS S3 configuration tuning, and fixed day-boundary issues in daily reward aggregation with timezone-aware handling.

TI

Research Intern - Computer Vision

TIET

Jun 2025 - Jul 2025 (1 month)

Engineered an overspeeding vehicle detection system integrating vehicle detection, speed estimation, and automatic license plate recognition to simulate an online traffic challan workflow. Improved object detection accuracy from 86.5% to 94.7% using a two-stage transfer learning pipeline with YOLOv8n pretrained-to-domain transfer.

Education

Degrees, certifications, and relevant coursework

Thapar Institute of Engineering and Technology logoTT

Thapar Institute of Engineering and Technology

Bachelor of Engineering (B.E.), Computer Engineering

2022 - 2026

Grade: 8.5/10

B.E. in Computer Engineering at Thapar Institute of Engineering and Technology (TIET), Patiala. Reported CGPA: 8.5/10.

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