

TRUEFORGE / TRUEFOUNDRY
Building chat-deletion controls and cancellation-safe sandbox execution across conversation state, persistence and runtime behavior.
→ MERGED PR #401 · OPEN PR #407 · PRODUCT RELIABILITYI turn ambitious ideas into reliable software—from open-source developer tools and product systems to real-time computer vision.





An AI delivery copilot that connects roadmaps, GitHub issues and CI to flag blockers, predict deadline risk and recommend the next action.
Autonomous solar-panel cleaning with hybrid soiling detection, MQTT telemetry, FSM control and a live web dashboard.
// A ROADMAP OF WORK, OWNERSHIP AND ENGINEERING OUTCOMES


Building chat-deletion controls and cancellation-safe sandbox execution across conversation state, persistence and runtime behavior.
→ MERGED PR #401 · OPEN PR #407 · PRODUCT RELIABILITY
Delivered full-stack and documentation fixes across rich-text workflows, RTL behavior, input validation, pagination and SVG uploads.
→ 12+ merged PRs · 14+ resolved issues
Developed and tuned a YOLO + DenseNet accident-detection pipeline, including AABB collision thresholds for real-time road-scene analysis.
→ F1 0.85 → 0.92 · 18% FEWER FALSE POSITIVES · 180 MS/FRAME// A ROADMAP OF FORMAL STUDY AND TECHNICAL FOUNDATIONS

PATIALA · UNDERGRADUATE
→ CGPA : 8.07
DELHI · SENIOR SECONDARY EDUCATION
→ PERCENTAGE GRADE : 92.2%
DELHI · SECONDARY SCHOOL EDUCATION
→ PERCENTAGE GRADE : 95.4%

TOP 100 + PPO PATHWAY · 2026
SEMIFINALIST · 2026

SPECIAL-PRIZE WINNER · 2026
TOP 50 / 5,400+ · 2026
RANK 8 · 2026
SELECTED COHORT · 2025

PUBLISHED ARTICLE · PAGE 56 · 2025

GLOBAL RANK 87 · 2025
GLOBAL RANK 57 · 2025
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