Mamlesh VA

CEO

India11 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Completed 9 internships before graduation
Published 4 research papers and 2 patents
Led development of multi-agent systems

Stackforce AI infers this person is a highly skilled AI Engineer with a focus on multi-agent systems and backend development.

Contact

Skills

Core Skills

Voice AgentAi AvatarMulti-agent SystemsVoice Assistant ModelLlm IntegrationText-to-sqlBackend DevelopmentApi DevelopmentKnowledge Base DevelopmentFull Stack DevelopmentFront-end DevelopmentTeaching And MentoringAlgorithm DevelopmentVideo Analytics

Other Skills

LivekitSemantic KernelMulti AgentAgentsRAGMCPMicrosoft AzureLarge Language Models (LLM)LangChainGo (Programming Language)API GatewaysAmazon Web Services (AWS)PostgreSQLKubernetesSocial Entrepreneurship

About

I can't dance or sing, and that is fine. But when it comes to coding, it is more than a hobby for me. That is why I have completed 9 internships before graduation. I want to scale things from -1 to 0 and 0 to 1, because that is the hardest phase for any startup. I want to be there, experience it, and take leadership. I have done it earlier. I work 16 hours a day and I genuinely love every second I spend learning and coding, because it is interesting. I am an explorer, and I like to go deep into understanding how systems work. I have worked in backend, frontend, cloud, Kubernetes, networking, sockets, gRPC, multi-agents, concurrency handling, optimization strategies, SSE, testing, and so on. It may sound like the entire software cycle, and that is exactly what I meant above. I love building things.

Experience

11 mos

Total Experience

11 mos

Average Tenure

11 mos

Current Experience

Inextlabs

4 roles

Lead Voice Agent Developer

Promoted

Jan 2026 – Present · 4 mos · Singapore

Leading the Team in aspect of Voice Agent and Avatar Solutions

Voice AgentLivekitAI AvatarSemantic KernelMulti Agent

AI Engineer

Jun 2025 – Jan 2026 · 7 mos · Singapore

Leading development of multi-agent systems, voice agents, MCP servers, and agentic RAG.
Expanded AI use across multiple domains. Boosted tech efficiency by ~40%.
Contributed ~15–20% to sales impact via demos. Drive cross-team sync via meetings, community queries, and system mapping.
Working with Indian government on building voice agents in multilingual.

AgentsVoice AgentRAGMCPMicrosoft AzureMulti-Agent Systems

AI Engineer Intern

Feb 2025 – May 2025 · 3 mos · Singapore

Built a demo integrating Deepgram's Speech-to-Text (STT) and Text-to-Speech (TTS) capabilities, combined with a custom RAG (Retrieval-Augmented Generation) pipeline, LLM integration, DTMF handling, and an interrupt handler.
Currently managing the Deepgram partnership and leading the integration efforts.
Developed a Voice Assistant Model by fine-tuning Whisper AI (Turbo) locally, integrating OpenAI, Google Translate, and Streamlit for real-time multilingual speech recognition.- Developed a Text to SQL using Langchain
Built a Text-to-SQL System using LangChain, SQLDatabaseToolkit, and OpenAI's LLMs to generate SQL queries dynamically from natural language inputs.
Built a Voice Assistant model fine tuning OpenAI, with <1sec latency for speech transcribing.

Large Language Models (LLM)LangChainVoice Assistant ModelLLM Integration

AI Engineer Intern

Oct 2024 – Nov 2024 · 1 mo · Singapore · Remote

Developed a PDF-to-JSON extraction tool using Adobe API.
Created an algorithm to convert tables to text, pipelining it to OpenAI for meaningful sentence generation.
Built an algorithm to append sentences to JSON and convert the final output back to PDF.
Working on developing a knowledge base using Crawl4ai, FAISS DB, Langchain, OpenAI and Azure
Developing unstructured data to structured json data for pre-processing
Following Agile SDLC.

Microsoft AzureAgile MethodologiesKnowledge Base Development

Ai-mond

AI Engineer Intern

Feb 2025 – May 2025 · 3 mos · Mumbai, Maharashtra, India · Remote

wrote multi agent (7 agents with A2A enabled with 52 tools)
wrote 10+ production level REST endpoints
Refactored 20000+ lines of code

AgentsMulti AgentMCPMulti-Agent Systems

Emotorad

Back End and Cloud Developer Intern

Nov 2024 – Jan 2025 · 2 mos · Bengaluru, Karnataka, India · On-site

Developed custom plugins for API gateway using GoLang to enhance system performance.
Developed a SSE communication service to the internal Dashboard which sends data every 2s.
Resolved bugs in a timely manner, ensuring smooth functioning of the system.
Developed a gRPC communication between pod to pod communication within a cluster.
Learnt and Implemented Terraform, Kubernetes, Ingress, Postgresql, Prometheus, Grafana, Kafka and Flink for efficient backend operations.

Go (Programming Language)API GatewaysAmazon Web Services (AWS)PostgreSQLKubernetesBackend Development+1

Ieee india council

Apprentice

Sep 2024 – Dec 2024 · 3 mos · Remote

Gained in-depth knowledge of the software industry.
Expanded my social network.
Found a lifelong mentor.

Social Entrepreneurship

Jakebrake logistics llc

Full Stack Developer Intern

Aug 2024 – Sep 2024 · 1 mo · United States · Remote

Developing Backend Applications
Automating API calls
Scraping data and making API to post in website.

FlaskReact.jsPython (Programming Language)Application Programming Interfaces (API)Full Stack Development

Digital dost (pvt.) limited

Web Development Intern

Aug 2024 – Aug 2024 · 0 mo · Remote

Developed front-end websites
Using Vite, React.js, and Tailwind CSS
Deployed to production
Gained professional knowledge about: Slack, Trello and BitBucket

ViteReact.jsBitbucketTailwind CSSFront-End Development

Headstarter ai

AI Engineer Fellow

Jul 2024 – Sep 2024 · 2 mos · San Francisco Bay Area · Remote

5 AI based Projects
Hackathons
Attending Technical Sessions
Expaning the network in Linkedin
Build Leadership and confidence

Floworx

Software Developer intern

Jun 2024 – Jul 2024 · 1 mo · Bengaluru, Karnataka, India · Remote

Developed a job seeking portal using React frontend, Python backend, and MongoDB database.
Implemented automated mail sending to candidates using SMTP protocol.
Customized search filters by adding search queries in MongoDB.

React.jsMongoDBPython (Programming Language)Application Programming Interfaces (API)Full Stack Development

Coding ninjas

Teaching Assistant

Nov 2023 – Feb 2024 · 3 mos · Remote

Guided student in online course (Data Science and Machine Learning)
Mentored 150+ students
Evaluated Projects on AI/ML

Python (Programming Language)Teaching and Mentoring

Tekcogent solutions pvt ltd

AI Engineer Intern

Nov 2023 – Dec 2023 · 1 mo · Chennai, Tamil Nadu, India · Hybrid

Configured a Jetson Nano to load a customized person movement analysis
using deepstream for video analytics
created a custom model with Yolo V8
Modified the weights of the model with TensoRT for performance
Tuned in deepstream to perform faster

NVIDIA cuDNNDeep LearningComputer VisionDeep Neural Networks (DNN)Video Analytics

Tihan-iit hyderabad

AI Research Intern

Aug 2023 – Jan 2024 · 5 mos · Vellore, Tamil Nadu, India · On-site

Developed Algorithm for Autonomous and Visual Navigation systems
Socket Programming ( Streamed Multiple cameras at the same time)
Developed YOLOv8 Sugarcane detection model with custom dataset
Published a patent on autonomous rover
Worked on funded project
went to conference in Lucknow to present the product
wrote algorithm for a rover to perform autonomously in under-canopy sugarcane fields
worked on sockets with multiple cameras streaming to a single server
wrote a deep learning model with a custom sugarcane dataset collected with 30+ scratches in hand and face
contributed to a research paper published in BITS Dubai (IEEE Conference)

Deep LearningAlgorithm Development