---
title: "Anushka Kulkarni - Software Engineer in Bengaluru | Tal"
description: "Meet Anushka Kulkarni, AI Engineer | LLM Agents, RAG & Evaluation | Ex-Microsoft (2x Microsoft Impact Award) | IIT Kharagpur based in Bengaluru. AI stack includes claude code, hugging face, and langchain. Explore public work links including github."
image: "https://tal.club/meet/anushka-kulkarni/share-image"
---

# Anushka Kulkarni on Tal

## Headline

AI Engineer \| LLM Agents, RAG & Evaluation \| Ex\-Microsoft \(2x Microsoft Impact Award\) \| IIT Kharagpur

## About

Software engineer with 1\+ year at Microsoft building agentic compliance workflows and browser test infrastructure, plus end\-to\-end AI systems I built on my own: multi\-tenant RAG, lead triage, an operations agent and a voice receptionist\. I focus on measurable quality\. My RAG platform reaches 0\.95 faithfulness with zero breaches across 83 red\-team attacks, and my operations agent had 0 forbidden actions across 640 runs\. What I work with: Python, FastAPI, LangGraph, MCP, PostgreSQL, Docker, Langfuse\. Dual Degree, IIT Kharagpur, with a micro\-specialisation in Artificial Intelligence & Applications\. Open to AI Engineer roles in Bengaluru or remote\. Email: anushkakulkarni527@gmail\.com \| GitHub: github\.com/Anushka\-200

## Location

Bengaluru

## AI stack

claude code

hugging face

langchain

langfuse

langgraph

langsmith

## Work experience

Software Engineer at Microsoft, Jul 2025 \- Sep 2026 · 1 yr 3 mos, LLM Agentic Compliance Plugin \(Edge\) • Goal: replace manual multi\-reviewer compliance sign\-off on Edge pull requests with an LLM agent that reviews and fixes code against 5 tenets, and never acts without approval\. • Built stage\-aware orchestration for the plugin across five review tenets, integrating Azure DevOps APIs and human\-approval gates\. • Orchestrated drift detection across three compliance axes, with resolve/override handling and automated PR audit tags\. • Achieved 100% pass across 13 automated evaluations \(47 decision points\) via a 4\-tier regression suite; adversarial tests exposed and helped close a confirmation\-gate bypass\. Virtual Wallet and Digital Credentials Test Infrastructure • Goal: make the W3C Digital Credentials API testable in CI, which previously needed a real wallet app and a human tapping through each test\. • Built a simulated wallet enabling CI/CD automation; owned 2\-layer test infrastructure across ChromeDriver, Chrome DevTools Protocol and WebDriver BiDi\. • Extended CDP with a Digital Credentials domain and built WebDriver BiDi support \(protocol definitions, routing, schema validation\); contributed upstream to Chromium; added Perfetto tracing\. Operational excellence • On\-call DRI: 7 production incidents mitigated, 30\+ bugs triaged, 150\+ build failures resolved across domains\.

Data Science Intern at Microsoft, May 2024 \- Jul 2024 · 3 mos, Hyderabad, Telangana, India, • Developed predictive URL feature in Microsoft Edge using BERT model for enhanced user engagement • Engineered global evaluation metric, reducing reported accuracy from 37% to 15% • Implemented incremental training of BERT on new datasets for 1\-2% accuracy improvement • Updated model's understanding of new domains by modifying vocabulary using tokenizer and transformer libraries

Contingent Member \| Inter\-IIT Cultural Meet 6\.0 at Technology Students'​ Gymkhana, IIT Kharagpur, Nov 2023 \- Dec 2023 · 2 mos

General Secretary Students' Welfare at Sister Nivedita Hall of Residence ,IIT Kharagpur, Oct 2022 \- Aug 2023 · 11 mos, • Implemented a wing representative system to support 1148 students at Sister Nivedita Hall of Residence, IIT Kharagpur\. • Organized celebratory events and engaging group activities to foster a positive atmosphere for students\. • Conducted informative fundae sessions by experienced seniors to create a conducive learning environment\. • Established a dedicated students’ welfare room for recreational activities, enabling students to relax and bond with their peers

Student Member at Technology Dance Society, IIT Kharagpur, Dec 2021 \- Jan 2024 · 2 yrs 2 mos

## Education

Dual Degree, Mechanical Engineering, Indian Institute of Technology, Kharagpur

10th, Nashik Cambridge CBSE school

## Public links

- github: https://github\.com/Anushka\-200

[View the original profile](https://tal.club/meet/anushka-kulkarni)

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