
AI/ML Engineer – Speech, RAG
3 days ago
Job Title:
AI/ML Engineer – Speech, RAG & Fine-Tuning
Location:
Bahria Town, Phase 7, Rawalpindi
Employment Type:
Full-time,Onsite (10AM - 7PM)
Job Description:
We are seeking a highly skilled
AI/ML Engineer
with expertise in
speech-to-speech pipelines, open-source models, and LLM fine-tuning
. The ideal candidate will work on designing, developing, and deploying
cutting-edge speech and language AI solutions
, integrating
open-source frameworks
with advanced fine-tuning methods to deliver production-ready systems.
Key Responsibilities:
- Design and implement
speech-to-speech pipelines
using
open-source models
(Whisper, Wav2Vec, etc.).
- Develop and optimize
speech-to-text (STT) and text-to-speech (TTS)
systems leveraging
Coqui
or similar frameworks.
- Work with
large language models (LLMs)
such as
LLaMA 2, LLaMA 3
for NLP applications.
- Apply
LoRA and PEFT-based fine-tuning
techniques to customize LLMs for domain-specific tasks.
- Build and optimize
Retrieval-Augmented Generation (RAG)-based systems
for knowledge-grounded responses.
- Develop and integrate
agentic AI systems
with reasoning and task automation capabilities.
- Collaborate with cross-functional teams (data engineers, product managers, software developers) to deliver scalable AI solutions.
- Monitor, evaluate, and optimize deployed AI models for accuracy, latency, and efficiency.
Requirements:
- Strong experience in
AI/ML model development
with open-source speech and language models.
- Hands-on experience with
Whisper, Wav2Vec, Coqui TTS/STT frameworks
.
- Proven track record with
LLaMA 2, LLaMA 3
or similar LLMs.
- Proficiency in
fine-tuning techniques
:
LoRA, PEFT, and parameter-efficient training
.
- Experience in
RAG-based systems
for knowledge retrieval and contextual response generation.
- Familiarity with
agentic AI frameworks
for building task-oriented agents.
- Strong programming skills in
Python, PyTorch, TensorFlow
.
- Experience with
Hugging Face, LangChain, and vector databases (FAISS, Pinecone, Weaviate, etc.)
.
- Knowledge of
cloud platforms (AWS, GCP, Azure)
and containerization (Docker, Kubernetes).
- Strong problem-solving skills and ability to optimize model performance.
Preferred Qualifications:
- BS or MS in
Computer Science, AI/ML, Data Science, or related field
.
- Publications or projects in
speech AI, LLM fine-tuning, or agentic AI
.
- Experience with
distributed training
and model deployment at scale.
What We Offer:
- Lunch provided by the company
- Medical Allowance
- Competitive compensation and growth opportunities.
- Opportunity to work with
state-of-the-art open-source AI models
.
- Collaborative environment with AI researchers and engineers.
-
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