Mohammed Asif
@mohammedasif1
Engineering Manager for AI and GenAI, leading LLM training and RAG products for enterprise clients.
What I'm looking for
I’m an Engineering Manager focused on AI and GenAI, with 12+ years leading LLM training and alignment work. My core strength is turning model-training workflows into production-grade systems that deliver measurable outcomes.
At Turing, I led up to 70 engineers building SFT/RLHF/DPO pipelines and LangChain + Pinecone RAG solutions for tier-1 labs and Fortune 500 clients. I improved query resolution time by 40% and reduced inference cost by 30% through better evaluation, prompting standards, and GPU/model-serving optimization.
I also established LLM evaluation and safety practices before production deployment, combining automated evals with red-teaming to benchmark helpfulness, safety, and domain accuracy. I standardized CoT prompting, tool/function-calling patterns, and structured outputs to streamline downstream automation and reduce iteration cycles.
Earlier, I managed an AI SaaS team at Codvo.ai, integrating enterprise analytics using C3 AI and delivering LLM-powered workflow automation with OpenAI API and LangChain. I’ve also built backend platforms from scratch (Python/Django, Flask, FastAPI), delivered IoT anomaly detection, and led backend/API engineering—so I bring strong end-to-end product and engineering discipline to AI teams.
Experience
Work history, roles, and key accomplishments
Led up to 70 engineers delivering LLM training and GenAI features, including SFT/RLHF/DPO and DPO improvements for alignment. Architected and shipped LangChain + Pinecone RAG assistants, improving query resolution time by 40% and reducing inference cost by 30% while establishing LLM evals and red-teaming.
Managed a 15-engineer team building Python AI SaaS and integrated the C3 AI enterprise platform for predictive analytics and operational intelligence. Delivered LLM-powered workflow automation, built an OpenAI embeddings + ChromaDB semantic search layer, and led Agile/Scrum AI sprints to reduce time-to-ship AI features.
Engineering Manager – IoT & Backend
Leapmile Logistics Pvt Ltd
Nov 2019 - Jul 2021 (1 year 8 months)
Architected a Python/Django backend for a smart-locker IoT platform and integrated real-time telemetry from hundreds of devices. Implemented ML-based anomaly detection to predict locker failures 48 hours ahead and led the IoT implementation roadmap with AWS and Docker while managing software and embedded systems.
Senior Backend Lead
Labyrinth Technologies LLP
Dec 2017 - Nov 2019 (1 year 11 months)
Led server-side development in Python (Flask/Django), building scalable RESTful and GraphQL APIs for web and mobile clients. Designed database and AWS infrastructure for security and high availability, and built automated data pipelines to support initial ML-powered recommendation features.
Backend Lead
Grabed Inc
Oct 2016 - Nov 2017 (1 year 1 month)
Owned AWS backend infrastructure and built RESTful APIs using PHP/MySQL and Node.js/MongoDB for geospatial location-based services. Delivered backend capabilities to support location-based features and data handling.
Senior Tech Lead
3Y3 Digital Labs
Oct 2015 - Oct 2016 (1 year)
Built Hover, an ad-management SaaS from scratch using Python/Django and AngularJS, including automated DFP reporting pipelines and AWS integrations. Owned key engineering work for the platform’s backend and reporting automation.
Engineering Lead
Sportskeeda
Sep 2014 - Sep 2016 (2 years)
Designed and developed a real-time live-updates platform using Meteor JS and MongoDB, supporting a top-traffic feature. Managed engineering, server, and database operations for the live-updates service.
Education
Degrees, certifications, and relevant coursework
MITx
Post-Graduate Certificate, Leadership & Innovation
Completed a Post-Graduate Certificate in Leadership & Innovation via MITx in 2024.
MITx
Certificate, Data Science & Application Development
Completed an MITx certification in Data Science & Application Development in 2023.
C3 AI
Certificate, Data Science using R
Completed a C3 AI certification/course in Data Science using R in 2022.
Periyar University
Bachelor of Science, Computer Science
Earned a B.Sc. in Computer Science from Periyar University in 2010.
Coursera – Johns Hopkins University
Certification
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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