---
title: "Jahnvi Singh - Embedded Engineer I in Bengaluru | Tal"
description: "Meet Jahnvi Singh, AI/ML Engineer | GenAI & LLMs | RAG pipelines | Ex-Honeywell | Patent Pending based in Bengaluru. AI stack includes claude code, codex, and langchain."
image: "https://tal.club/meet/jahnvi-singh/share-image"
---

# Jahnvi Singh on Tal

## Headline

AI/ML Engineer \| GenAI & LLMs \| RAG pipelines \| Ex\-Honeywell \| Patent Pending

## About

Not many AI engineers have had to ask: what if this model fails mid\-flight? I have\. At Honeywell, I worked on safety\-critical flight control systems for the COMAC C919 and Urban Air Mobility programs collaborating with engineering teams across the United States, Europe and China\. The AI work I'm most proud of pushed boundaries within that environment: an autonomous drone mesh network for search and rescue using YOLO and NLP, LSTM\-based anomaly detection for flight diagnostics, a Smart Landing System using Physics\-Based Neural Networks, now USPTO patent pending\. Recognized at an international leadership forum\. Awarded Honeywell's Meritorious Award for AI innovation\. Working in aerospace taught me something that textbooks don't: the difference between a model that scores well and a system that actually works\. That instinct for reliability, edge cases, and real deployment\. I'm bringing it into GenAI\. I'm now fully focused on Generative AI and LLMs\. Building RAG pipelines, agentic workflows, and LLM\-powered applications using LangChain, Python, and vector databases\. Currently completing an Applied and Agentic AI program from IIIT Bangalore alongside hands\-on project work\. I'm looking for roles in GenAI Engineering, ML Engineering, and Data Science at companies building AI that actually does something\. 📩 Hiring, building, or just want to talk AI? Let's connect\.

## Location

Bengaluru

## AI stack

claude code

codex

langchain

langgraph

Fireworks AI

Langflow

## Work experience

Embedded Engineer I at Honeywell, Aug 2024 \- May 2026 · 1 yr 10 mos, Flight Controls • Developed spoiler and elevator control functionalities for the COMAC C919 aircraft, collaborating with engineering teams across the US, Europe, and China • Contributed to Primary Flight control law design, verification and validation for auto flight system functionalities on commercial aircraft • Worked within DO\-178C and ARP 4754A certification frameworks for safety\-critical avionics software development • Interfaced with ARINC\-429 data bus protocols for avionics communication between flight control systems • Built an automated LUT generation tool saving $67,000 and reducing process time by 29 minutes per cycle • Built an STS Comparison Tool that automated manual comparison of software test specifications across 5\+ software cycles, reducing processing time by 14 minutes per cycle AI & Innovation • Led a team of 5 engineers to design an autonomous drone mesh network for search and rescue operations using YOLO object detection and NLP and presented at Honeywell's international leadership forum • Built an LSTM\-based flight monitoring and diagnostics model achieving 98% accuracy on synthetic flight data for anomaly detection in primary control systems; submitted predictive engine oil maintenance model recognized internationally • Developed a Smart Landing System using Physics\-Based Neural Networks \(USPTO patent pending\) • Awarded Honeywell Meritorious Award for AI innovation

Systems Engineer at Honeywell, Jan 2024 \- Jul 2024 · 7 mos, • Designed an RNN\-LSTM based fault\-tolerant system for predictive detection of primary control surface failures in commercial aircraft\- identifying faults before they occur to enhance flight safety • Gained hands\-on experience in avionics software architecture, systems requirements, and safety\-critical validation processes

Summer Intern at Airports Authority of India, Jun 2023 \- Aug 2023 · 3 mos, New Delhi, Gained hands\-on exposure to ATC communication systems including VHF/HF protocols, radar operations, runway nomenclature, and clearance procedures at one of India's busiest airspace hubs

Core Committee at Revels, MIT Manipal, Jan 2023 \- Mar 2023 · 3 mos, Led Iridescent, a flagship literary and cultural segment of Revels featuring the 3 most popular competitions of the fest, managing end\-to\-end execution across 1000\+ participants

Power Electronics Intern at GMR Group, Nov 2022 \- Dec 2022 · 2 mos, Indra Gandhi international Airport, New Delhi, Delhi, India, Studied power distribution infrastructure at Indira Gandhi International Airport, gaining practical understanding of large\-scale electrical systems in critical public infrastructure

President at Blank 101, Aug 2022 \- Sep 2023 · 1 yr 2 mos, Led the public speaking club of Manipal with over 150 members and a board of 15, organizing 20\+ events and growing club productivity, recognition, and engagement by over 50%

Editor at Blank 101, Aug 2021 \- Aug 2022 · 1 yr 1 mo, Edited and authored 50\+ Instagram posts and articles, shaping the club's public voice and content strategy

Member at Blank 101, Feb 2021 \- Aug 2021 · 7 mos, Wrote 5\+ articles and delivered 2 public talks on selected topics

## Education

Bachelor of Technology \- BTech, Electronics and Instrumentation Engineering, Manipal institute of technology

Executive Post Graduate Program, Applied and Agentic AI, International Institute of Information Technology Bangalore

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

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