---
title: "Abhishek Lal - Data Scientist in Greater Bengaluru Area | Tal"
description: "Meet Abhishek Lal, Computer Vision & Applied ML based in Greater Bengaluru Area. AI stack includes claude code, claude, and notebooklm. Explore public work links including github."
image: "https://tal.club/meet/abhishek-kumar-lal/share-image"
---

# Abhishek Lal on Tal

## Headline

Computer Vision & Applied ML

## About

Over 8 years I've worked across automotive safety \(Mercedes\-Benz R&D\), XR perception \(Qualcomm\), and now insurance\-scale damage assessment \(Tractable\) — always at the point where computer vision meets a real decision: is this calibration drifting, is this damage segmentation good enough to ship, is this experiment worth the compute\. Recent work: kill\-gated experiment design and bootstrap\-based significance testing for a production RF\-DETR segmentation model across 650\+ scans, fine\-tuning ViT\-based damage detectors \(\+8% recall on high\-severity collisions\), and calibration pipelines that cut XR perception validation time by 40%\. I'm currently exploring Applied and Data Scientist and Computer Vision roles where rigorous experimentation and production ML meet — open to a conversation if that's you too\.

## Location

Greater Bengaluru Area

## AI stack

claude code

claude

notebooklm

huggingface

ChatGPT

Microsoft Copilot

## Work experience

Data Scientist at Tractable, Apr 2026 \- Jul 2026 · 4 mos, Bengaluru, • Fine\-tuned a ViT\-based damage\-detection model on multi\-camera vehicle imagery, improving recall by 8% on large\-collision cases through targeted data ingestion • Drove a staged, kill\-gated experimental pipeline investigating damage\-segmentation scoring for a production RF\-DETR model, testing hypotheses cheaply before committing to expensive end\-to\-end runs • Built a panel\-level evaluation harness and ran bootstrap\-based significance testing across 650\+ scans, delivering a go/no\-go verdict and surfacing an actionable lever \(per\-class thresholding,∼15% relative F1 headroom\) • Migrated training\-data pipelines to a centralised, quality\-vetted dataset store, documenting legacy data\-farming methods and their warehouse equivalents

Senior Engineer at Qualcomm, Mar 2023 \- Apr 2026 · 3 yrs 2 mos, Bengaluru, • Designed and deployed camera–IMU calibration analysis pipelines to evaluate intrinsic and extrinsic stability across large\-scale XR sensor deployments, improving calibration anomaly detection by 30% • Built automated calibration and point cloud processing pipelines with CUDA\-accelerated GPU execution and CI/CD integration, enabling repeatable geometric validation and reducing end\-to\-end processing time by 40%\. • Owned calibration validation, 3D reconstruction accuracy metrics, and performance KPIs for production XR perception systems using UR10e and EPSON robotic arms\. • Built telemetry dashboards in Power BI enabling faster regression analysis and cutting decision time by 20% for engineering leadership • Proposed and built an AR Navigation app for visually impaired users using real\-time object detection and depth estimation

Computer Vision Engineer at Mercedes\-Benz Research and Development India, Aug 2021 \- Mar 2023 · 1 y 7 mo, Bengaluru, Karnataka, India, • Built multi\-camera calibration solution achieving sub\-mm accuracy for Driver Monitoring Systems\. • Designed depth generation pipeline using 3D transforms, improving spatial accuracy by 15%\. • Established dataset QA protocols \(99%\+ precision\) for safety\-critical recognition systems\. • Delivered eye\-gaze analytics pipeline using MTCNN \+ embeddings; presented to Mercedes\-Benz and Nike CXOs at ADAS workshops\. • Collaborated onsite with teams in Germany and Spain to drive data\-collection campaigns and align KPIs across engineering groups\.

Associate at PwC India, Jul 2016 \- Jul 2019 · 3 y, Gurgaon

## Education

Master of Management, Business Analytics, Indian Institute of Science \(IISc\)

Bachelor of Technology \(B\.Tech\.\), Computer Science, amity University

## Public links

- github: https://github\.com/abhi5454

[View the original profile](https://tal.club/meet/abhishek-kumar-lal)

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