---
title: "Ankit Sengupta - Freelance Video Editor | Motion Graphics & Short-Form Content in Greater Delhi Area | Tal"
description: "Meet Ankit Sengupta, B.Tech CS (AI & ML) ’28 | Building Scalable Backend Systems, AI Agents & RAG Models based in Greater Delhi Area. AI stack includes antigravity, claude code, and hugging face."
image: "https://tal.club/meet/ankit-sengupta/share-image"
---

# Ankit Sengupta on Tal

## Headline

B\.Tech CS \(AI & ML\) ’28 \| Building Scalable Backend Systems, AI Agents & RAG Models

## About

I build things people actually use — from a self\-healing local AI OS to production video pipelines for creator\-economy clients\. Currently building Cyborg AGI, a privacy\-first local AI operating system with a FastAPI/LangGraph multi\-agent orchestrator, semantic knowledge graphs \(D3\.js force\-directed visualization, Leiden community detection\), and local LLM inference via LM Studio — no cloud dependency, no data leaving the machine\. Alongside this, I run Editor Cyclops, a freelance video editing and content strategy practice for short\-form creators \(Instagram Reels, YouTube Shorts\) — handling everything from motion design systems to client delivery under deadline\. It's taught me as much about shipping fast and managing real clients as any internship would\. Recent work: → NewsAlphaAI — 8\-node distributed stock prediction system \(Gemma\-3 reasoning, ChromaDB retrieval, RL feedback loop\) → SmartDukan AI \(Paytm Hackathon 2025\) — vernacular voice AI co\-pilot for Indian SMBs on Paytm's merchant infrastructure → A fully custom wedding invitation site with verlet\-physics curtain animation and scroll\-snap architecture, built and deployed for a client I care about systems that don't break silently — self\-healing architecture, clean provenance in data pipelines, and interfaces that don't waste anyone's time\. Open to AI/ML and backend engineering roles where I can build real infrastructure, not just prototypes\. 📩 ankit\.sengupta05@gmail\.com

## Location

Greater Delhi Area

## AI stack

antigravity

claude code

hugging face

kimi

langchain

## Work experience

Freelance Video Editor \| Motion Graphics & Short\-Form Content at Editor Cyclops, Jun 2024 \- Present · 2 yrs 3 mos, Delhi, India, Key Highlights: Edited YouTube Shorts, Instagram Reels, and promotional content optimized for retention and engagement Applied motion graphics, UI\-style animations, and kinetic typography to improve visual storytelling Built structured editing workflows for faster turnaround and consistent output quality Collaborated with clients to translate raw footage into platform\-optimized content Focused on hook design, pacing, and retention\-first editing strategies Tools & Technologies: Adobe Premiere Pro, After Effects, CapCut, DaVinci Resolve, Motion Graphics, UI\-style animations

Associate at SEDS VIT\-AP, Jul 2025 \- Jul 2026 · 1 yr 1 mo, Andhra Pradesh, India

## Education

Bachelor of Technology \- BTech, Computer Science, Vellore Institute of Technology

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

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