Meeran Malik
AI Engineer & Entrepreneur
Building production-ready AI systems that solve real business problems. Co-founder of BiteBuddy.ai and technical lead with expertise in LLMs, RLHF, and efficient model serving.
Conversational AI
Developing more natural and context-aware conversational agents through advanced dialogue management and intent recognition.
RLHF Optimization
Improving reinforcement learning from human feedback techniques to create more aligned and helpful AI systems.
Efficient Model Serving
Architecting high-performance, low-latency systems for serving large language models in production environments.
Multi-modal LLMs
Exploring the integration of text, vision, and audio modalities in large language models for richer understanding.
AI Evaluation Metrics
Developing better evaluation frameworks and metrics for measuring AI system performance and alignment.
Co-Founder & Chief Research Officer
- •Generated real-time order tickets with 99.2% conversion across SMS, chat & calls, fine-tuning Llama-3-70B via RLHF (Python, FastAPI, Twilio).
- •Cut hallucinations 73% and achieved state of the art latency 300ms on GPU-autoscaled AWS EKS.
- •Secured 90% retention across 25 pilot restaurants (Boston, Dallas, NYC), driving $8k MRR in 2 months.
- •Built Prometheus/Grafana observability, slicing downtime 45%; hired and mentored 3 engineers.
Team Lead
- •Eliminated 12 operator-hours/day via CSV Automation Platform converting 5000-row CSV files to rides in 30s (Pandas, FastAPI, AWS Lambda, AI-Agents, FSMs).
- •Reduced data-entry errors to 1% using RAG chat validation.
- •Deployed AI Booking Assistant (98% intent accuracy) automating 30% of rides and cutting churn 50%.
- •Migrated monolith to async microservices on EKS, slashing response from 20s to 200ms; closed 60 SOC-2 vulns.
Full-Stack Developer
- •Shipped influencer-management SaaS for 10000 users (FastAPI + React), boosting first-client sales 15%.
- •Built React Native + Java fleet-tracking app (1000 devices); downtime down 20%.
- •Launched Django + Stripe milk-delivery platform handling 200+ daily orders at 79.3% success.
Software Engineering Intern
- •Developed two React Native apps with Firebase notifications & Google Maps live tracking.
FarmVision FYP
Vision-enabled WhatsApp chatbot for farmers. Improved crop yield for 20 pilot farmers by ~12%. Won Best Final Year Project award at Softec 23.
SHARE Reporter
Open-source tool that visualizes and answers queries about your database. 450 stars, 4k downloads.
LangChain PR 2115
Added OpenAI Assistant streaming-RAG sample to the LangChain project.
Languages
AI / ML
Frameworks
Cloud
Data
Expert in Production LLM Systems
Specialized in RLHF, RAG, and efficient model serving
My articles have reached over 200K views on Medium
Microservices Architecture for AI Applications: Scalable Patterns and 2025 Trends
Learn how to design microservices architectures for machine learning and AI applications. This article covers patterns like model serving services, fe...
Building Production-Ready RAG Systems: Best Practices and Latest Tools
How to build production-grade Retrieval-Augmented Generation (RAG) systems with the latest 2024–2025 techniques. Explore robust architectures, vector ...
Fine-Tuning LLMs with Human Feedback (RLHF): Latest Techniques and Best Practices
An in-depth guide to fine-tuning large language models with Reinforcement Learning from Human Feedback (RLHF). Covers new RLHF algorithms (DPO, RLAIF)...
Postgres as a vector Database | Implementing Hybrid search with Postgres for RAG Using Groq.
RAG(Retrieval Augmented Generation) is a technique that is being used widely to augment Large Language Models with ever changing dynamic data without ...
FAST NUCES, Lahore
B.Sc. Computer Science (2020)
Achievements
- Dean's List (6 times)
- Winner, Generative-AI Hackathon SHARE (2024)
- Best Final Year Project award at Softec 23 for FarmVision
Key Courses
Algorithms of Belonging
From Lahore to Lubbock: mapping cultural hops onto graph theory
Voice AI with an Accent
Why multilingual chatbots should sound like street-market conversations
The Rhythm of Code
What salsa dancing taught me about designing clean, scalable software
The Ethics of Automated Nutrition
Building BiteBuddy.ai without feeding the surveillance-capitalism beast
I'm always open to discussing new projects, opportunities, or partnerships. Feel free to reach out!