Mohit Talniya

CTO

Bengaluru, Karnataka, India11 yrs 8 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in building AI agents for diverse applications.
  • Proven leadership in software engineering across multiple sectors.
  • Strong background in financial technology and cloud solutions.
Stackforce AI infers this person is a SaaS and Fintech expert with a strong focus on AI and cloud infrastructure.

Contact

Skills

Core Skills

Machine LearningNeo4j

Other Skills

Python (Programming Language)LangChainGraph TheoryDeep LearningDevOpsSecurity AutomationSnifferProduct DesignData InfrastructureKubernetesCloud InfrastructureBusiness Management SolutionsPlatform DevelopmentREST APIsRabbitMQ

About

Building AI Agents to Automate Multiple Verticals. Current Focus:- Software Engineering- Financial Services

Experience

11 yrs 8 mos
Total Experience
1 yr 5 mos
Average Tenure
1 mo
Current Experience

Peerislands

Engineering Director

Apr 2026Present · 1 mo · Cayman Islands · On-site

  • Peer AI, Autonomous Agents

Aximox

Founder Aximox

Jun 2025Mar 2026 · 9 mos · Bengaluru · Hybrid

  • aximox.com
  • Building AI-powered tools.
  • 1. Orbital for fast-moving Engineering Teams.
  • 2. Fingrep for fast-moving Investment Bankers.
  • @Arize Phoenix Ambassador - Evaluation & Observability
  • Social cause - Tech Advisor for Zero Signal

Quest1

Principal Engineer

Apr 2024Jun 2025 · 1 yr 2 mos · Bengaluru, Karnataka, India · Hybrid

  • 1. Neo4j GDS implementation for Knowledge Base
  • 2. Bedrock integration for inference, guardrails
  • 3. Large-scale batch embedding Pipeline on Nvidia A100
  • 4. Benchmarking(TTFT) multiple open source embedding models filtered from MTEB benchmarks
  • 5. Nvidia NIM/ Triton for Inference Service.
  • 6. Langgraph, Litellm, for building agent orchestration services
Python (Programming Language)Machine LearningNeo4jLangChainGraph Theory

Peerislands

3 roles

Distinguished Engineer

Promoted

Jul 2023Mar 2024 · 8 mos

  • 1. Developed a pipeline for Fast Migration and Change Stream Processing for Cosmos to MongoDB
  • 2. MongoDB consulting for capacity estimation, migration, and data modelling with highly available configuration using sharding(range/hash)
  • 3. Performance optimization for the oplog processor library for minimizing replication lag
  • 4. Fast verifier library for verifying successful data sync.

Software Development Lead

Mar 2023Jul 2023 · 4 mos

Lead Software Engineer

Dec 2021Feb 2023 · 1 yr 2 mos

Droplet networks (freelance and educator)

Director

Oct 2020Nov 2021 · 1 yr 1 mo

  • Network & Distributed Systems:
  • Implemented high-performance Golang Router for Open Caching Systems
  • Created network topology dashboard for Facebook's data center using GraphQL, PCAP analysis, and TCP dump
  • Developed a PCI-compliant payment gateway supporting VISA and Mastercard transactions
  • Education & Blockchain:
  • Served as Kubernetes and Distributed Systems Educator with Upgrad.com and Edureka
  • Developed Solana-based NFT marketplace platform with smart contract integration

Vmware

Member of Technical Staff

Dec 2018Oct 2020 · 1 yr 10 mos

  • Cloud Platform Engineering:
  • Led end-to-end delivery of CloudMarketplace for Cloud Applications
  • Architected CI/CD pipelines using GitLab, Helm Charts, Kubernetes, ArgoCD, and Istio
  • Implemented comprehensive telemetry, observability, and security solutions
  • Kubernetes & Infrastructure:
  • Created custom Kubernetes Controllers for VM management using KubeBuilder and CRDs
  • Coordinated distributed teams across multiple time zones with capacity planning and project estimation

Cisco

Software Engineer

Jun 2017Nov 2018 · 1 yr 5 mos

  • Network Security & Automation:
  • Developed features for Chassis Manager for Firepower devices configuration and management
  • Implemented features for dynamic resource allocation (autoscaling) decorator for ASA/FTD systems
  • Tested multi-instance FTD deployment architecture using Docker containerization

Societe generale

Senior Software Engineer

Apr 2016Jun 2017 · 1 yr 2 mos

  • Financial Technology:
  • Architected LoanSAT rewriting using Spring Boot and Netflix Stack microservices
  • Built a secure Client Portal with Spring Boot and AngularJS for financial services
  • Designed portfolio management software with advanced analytics and metrics tracking
  • Developed an encrypted Investor Portal/Data Room for secure document exchange

Ericsson

Software Engineer

Jul 2012Jul 2014 · 2 yrs

  • Telecommunications:
  • Developed Netop management platform in Spring for Ericsson's proprietary nodes
  • Implemented SOAP XML/Netconf protocols with Swing-based GUI
  • Configured networking protocols, including OSPF and BGP

Education

Vellore Institute of Technology

Computer Science

Jul 2008May 2012

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