Ashish Kumar

SDE 2 @ Porter | Ex-Amazon | Building Scalable Systems & AI Solutions

Role: Sde 2 at Porter
Location: Gurugram, HR, IN
LinkedIn followers: 500 followers

Information TechnologyView LinkedIn profile

About Ashish Kumar

Connect 1:1 with me at https://topmate.io/ashish_kumar14 Software Engineer with 4…

Experience

Sde 2
Porter
May 2025 — Present · Bengaluru, IN
Built a Generative AI conversational bot using RAG (Vertex AI, LangChain, Redis, FastAPI, Docker) to provide real-time, context-aware engineering support. Automated knowledge ingestion from Notion (parsing, chunking, embeddings with text-embedding-004, vector DB indexing) for zero-touch updates and seamless knowledge refresh.> Designed an intelligent Slack UX with live feedback, source-linked answers, and AI-powered Jira escalation with auto team routing. Enhanced observability by integrating Prometheus & Datadog APM, and deployed the system as an async, scalable, production-ready service.

Education

Panjab University
Bachelor of Engineering
2017 — 2021

Contact information

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Current company

Porter

Software Development · 1K employees · Founded 2014 · BCM prime 1st cross, BDA Layout, Bannerghatta Rd New Gurappana Palya Road, Bengaluru South, Karnataka, 560041, IN

Porter is more than just a logistics company. Our purpose - moving a billion dreams is at the core of everything we do as we strive to reshape the future of the industry, driving innovation and creating impactful journeys for all. Nurturing Growth, Inspiring Leadership A decade-long journey of revolutionizing goods movement has now evolved into an ecosystem touching the lives of over 20 lakh MSMEs and 3 lakh Driver Partners every month. With a presence in more than 30+ Indian cities and a couple of countries, we are making logistics simple for all. Over a decade, we have completed 20 crores+ successful trips, and we're getting closer to our purpose of moving a billion dreams every day with our ever-evolving offerings. On-Demand Trucks & Two-Wheelers | Porter Enterprise | Porter Packers & Movers Building Trust Through Strategic Investments Our journey is powered by innovation, scale, and a strong commitment to impact, fueled by the backing of trusted partners. With the latest Series F funding led by Kedaara Capital and Wellington Management, & continued support from Vitruvian Partners, we’re strengthening our resolve to serve millions of MSMEs and create livelihood opportunities for our Driver Partners. This investment reaffirms confidence in our mission and momentum, as we expand our services to new cities and continue building a greener, tech-driven logistics network aligned with national priorities. Embodying our core value of 'Keep Moving,' we stay focused on growth, inclusion, and operational excellence. In Tech, We Trust Technology is our driving force at Porter. We proudly stand at the forefront of technology innovation, shaping the future of logistics in a sector ripe for transformation. Technology serves as our key enabler, helping us match demand and supply at an unprecedented scale. Through our products, we set new standards for efficient service, ensuring high utilization and cost efficiency for both MSMEs and Driver Partners.

porter.in

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About Ashish Kumar

Experience

Sde 2

Education

Panjab University

Find verified contacts for anyone on LinkedIn