Headline

Associative Software Engineer |Frontend / Web dev| REST APIs | NASA Space Apps Challenge | SGTU Hackathon Winner

About

I’m currently an Associative Software Engineer at BELTECH AI, while pursuing my MCA. I like building things that actually work and have a real-world impact—whether that's coding intuitive citizen portals for the government, wiring up hardware for an IoT smart car, or shooting freelance photography. ​My technical foundation is in Java and C, but my day-to-day stack right now revolves around JavaScript, React, Tailwind CSS, and Python. I enjoy the challenge of making AI tools practical and accessible through clean frontend design. ​When I’m not writing code, studying, or tinkering with hardware like plant moisture monitors, you can usually find me behind a camera.

Location

Greater Bengaluru Area

AI stack

claude code

codex

gemini

github copilot

lovable

notebooklm

Work experience

Associative Software Engineer at Beltech AI, Feb 2026 - Present · 8 mos, Bengaluru, Karnataka, India, Key Achievement: --Designed and deployed a custom automation tool that reduced manual data validation time by 95% (from 2 days to <1 hour per batch), significantly accelerating the feedback loop for model training. Core Responsibilities: --Data Automation: Developed scripts to automatically scan and report data about traffic violation challans system if they are down or running perfectly, replacing manual entry with high-speed automated verification. --Dataset Transformation: Automated the generation of JSON annotations, ensuring strict adherence to schema formats required for computer vision model ingestion. --Infrastructure Monitoring: Implemented a routine to verify camera health status and coordinate immediate fixes with field teams for faulty feeds. --Quality Assurance: Managing the end-to-end annotation workflow, ensuring high-quality "Ground Truth" data for traffic enforcement algorithms.

Associate Software Engineer at Beltech AI, Feb 2026 - Present · 8 mos, Engineered responsive frontend architectures for the "Clio box" and "Clio Customer Hub" platforms, completely transforming static desktop interfaces into fluid mobile views and optimizing complex data layouts like the system's Challan generation pages. • Architected a comprehensive data annotation engine within a unified custom GUI environment ("BELTECH Prism") to handle focus, blur, and Region of Interest (ROI) adjustments, directly streamlining camera calibration for the AI pipeline. • Developed robust Python automation scripts utilizing Selenium to extract real-time telemetry and monitor system health from internal dashboards, including a daily archival system that dynamically synced complex data logs to Google Sheets. • Built a local real-time RTSP video recording tool using JavaScript to seamlessly capture and stream live camera feeds directly into the primary data processing framework.

Freelance Photographer at Freelance, Jan 2021 - Dec 2025 · 5 yrs, Delhi, India

Education

Master of Computer Applications - MCA, Artificial Intelligence, Manipal University Jaipur

Bachelor of Computer Applications, Computer Technology/Computer Systems Technology, DPG Institute of Technology and Management

Public links

github: https://github.com/sakshamtalwarr

sakshamtalwar.netlify.app: https://sakshamtalwar.netlify.app/