Lookover · Open Request for Partners · EU AI Act Enforcement: August 2026 · lookover.io

Product Engineer & Founder · Bengaluru / Remote

SIDHARTHA
MALLICK

Building at the intersection of Agentic Systems, Compliance, and Privacy.

40M+
MAU Infrastructure
48H
Concept to MVP
1.5M+
Companies Indexed
1M+
Distribution Impressions
01 Current Focus

The Mission

Lookover · Founder · January 2026 – Present

Solving the Trust Gap

The layer enterprises need before they can ship AI agents to production.

The Problem: Enterprises can build AI agents. They can't deploy them. The blocker isn't capability — it's verifiable accountability. CISOs and Legal teams can't sign off on systems they can't audit.

The Product: An asynchronous logger designed for active compliance monitoring and real-time risk flagging — built specifically for production AI agents.

The Thesis: As the EU AI Act moves toward full enforcement in August 2026, audit trails move from "nice to have" to a legal requirement. Lookover is the infrastructure layer for that shift.

Initial Vertical: Customer Support agents — where the risk of hallucination or PII leakage is highest, and where CISOs need a defensible paper trail.

02 Ventures

Founded & Shipped

Founder

The Invoice App

March 2026 – Present

Snap your quote. Send a pro invoice. Get paid in 10 seconds. Built for creative solopreneurs who need to bridge the gap between a handwritten quote and a professional payment link or PDF — without the overhead of legacy invoicing software.

48H Concept to MVP
Solopreneurs Primary Market
invoice-app.store

Founder · Wind-Down

InvestorSync

January 2025 – Present

AI-based startup–investor matching platform for the Indian market. Scaled to 1M+ impressions and 12k+ reactions through automated LinkedIn and web distribution. Indexed 1.5M+ Indian companies and curated a database of 100k+ global investors. Recognized limited market depth and pivoted resources to AI compliance.

1M+ Impressions
100k+ Investors Curated
investorsync.in

Founder

Privyy

December 2025 – March 2026

Secure AI platform for professionals to process confidential data without training risks. Features encrypted-at-rest storage, client-side key generation, and access to 20+ open-source models including Llama and DeepSeek. Built for legal, healthcare, and engineering teams that require full data sovereignty.

20+ OSS Models
Legal · Health · Eng Target Verticals
privyy.io
03 Engineering

Professional Experience

GoTo Group

Software Engineer — Mini Apps Platform

August 2022 – Present
Jakarta, Indonesia
  • Engineering core infrastructure supporting 1,000+ merchants and serving 40M+ Monthly Active Users (5M+ DAU).
  • Spearheaded the iOS integration of the A+ MiniApp SDK and architected the foundational GoPay MiniApp SDK used across multiple providers including WebView, Alipay, and Alicloud.
  • Led deep technical exploration into browser sandboxing and security policies to mitigate in-app WebView vulnerabilities at scale.
04 R&D

Core Modules & Research

Lead Developer

Grimlock

Robust, cross-platform cryptographic library for secure key management and message encryption. Identical implementations in Go and TypeScript ensure seamless interoperability across the full stack.

X25519 ECDH + AES-256-GCM
BIP39 Mnemonic Recovery
Secure Memory Erasure
grimlock-public

Go · TypeScript · Cross-platform

Researcher

Appsflow

Investigated the feasibility of a privacy-focused Mobile Measurement Partner (MMP) platform. Deep exploration into app attribution methodologies and data security within the mobile ecosystem — examining where attribution data flows, where it leaks, and how to build a privacy-preserving alternative.

Mobile Attribution · Privacy · MMP Architecture
05 Human

Beyond the Build

☕

Manual Coffee Brewing

I treat my morning ritual like an engineering experiment. Manual grinder, controlled variables, dial-in techniques. The pursuit of the perfect cup is the same loop as shipping good software: iterate until the signal is clean.

✈

Travel & Exploration

I travel to reset the Build → Measure → Learn loop. New environments surface product gaps and cultural shifts that code alone can't reveal. The best product ideas come from noticing friction in places you didn't expect.

⚡

Continuous Tinkering

PoseNet models on Android at 12+ FPS. News verticals with 500k+ views. The Simple Loop drives everything: Build; Measure; Learn. If it can be shipped, it should be shipped — and then measured honestly.